..
Browse files- checkpoint-950/README.md +202 -0
- checkpoint-950/adapter_config.json +34 -0
- checkpoint-950/adapter_model.safetensors +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt +3 -0
- checkpoint-950/global_step950/mp_rank_00_model_states.pt +3 -0
- checkpoint-950/latest +1 -0
- checkpoint-950/rng_state_0.pth +3 -0
- checkpoint-950/rng_state_1.pth +3 -0
- checkpoint-950/rng_state_2.pth +3 -0
- checkpoint-950/rng_state_3.pth +3 -0
- checkpoint-950/rng_state_4.pth +3 -0
- checkpoint-950/rng_state_5.pth +3 -0
- checkpoint-950/rng_state_6.pth +3 -0
- checkpoint-950/rng_state_7.pth +3 -0
- checkpoint-950/scheduler.pt +3 -0
- checkpoint-950/special_tokens_map.json +17 -0
- checkpoint-950/tokenizer.json +0 -0
- checkpoint-950/tokenizer_config.json +2066 -0
- checkpoint-950/trainer_state.json +0 -0
- checkpoint-950/training_args.bin +3 -0
- checkpoint-950/zero_to_fp32.py +604 -0
checkpoint-950/README.md
ADDED
@@ -0,0 +1,202 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: peft
|
3 |
+
base_model: /home/model
|
4 |
+
---
|
5 |
+
|
6 |
+
# Model Card for Model ID
|
7 |
+
|
8 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
9 |
+
|
10 |
+
|
11 |
+
|
12 |
+
## Model Details
|
13 |
+
|
14 |
+
### Model Description
|
15 |
+
|
16 |
+
<!-- Provide a longer summary of what this model is. -->
|
17 |
+
|
18 |
+
|
19 |
+
|
20 |
+
- **Developed by:** [More Information Needed]
|
21 |
+
- **Funded by [optional]:** [More Information Needed]
|
22 |
+
- **Shared by [optional]:** [More Information Needed]
|
23 |
+
- **Model type:** [More Information Needed]
|
24 |
+
- **Language(s) (NLP):** [More Information Needed]
|
25 |
+
- **License:** [More Information Needed]
|
26 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
27 |
+
|
28 |
+
### Model Sources [optional]
|
29 |
+
|
30 |
+
<!-- Provide the basic links for the model. -->
|
31 |
+
|
32 |
+
- **Repository:** [More Information Needed]
|
33 |
+
- **Paper [optional]:** [More Information Needed]
|
34 |
+
- **Demo [optional]:** [More Information Needed]
|
35 |
+
|
36 |
+
## Uses
|
37 |
+
|
38 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
39 |
+
|
40 |
+
### Direct Use
|
41 |
+
|
42 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
43 |
+
|
44 |
+
[More Information Needed]
|
45 |
+
|
46 |
+
### Downstream Use [optional]
|
47 |
+
|
48 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
49 |
+
|
50 |
+
[More Information Needed]
|
51 |
+
|
52 |
+
### Out-of-Scope Use
|
53 |
+
|
54 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
55 |
+
|
56 |
+
[More Information Needed]
|
57 |
+
|
58 |
+
## Bias, Risks, and Limitations
|
59 |
+
|
60 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
61 |
+
|
62 |
+
[More Information Needed]
|
63 |
+
|
64 |
+
### Recommendations
|
65 |
+
|
66 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
67 |
+
|
68 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
69 |
+
|
70 |
+
## How to Get Started with the Model
|
71 |
+
|
72 |
+
Use the code below to get started with the model.
|
73 |
+
|
74 |
+
[More Information Needed]
|
75 |
+
|
76 |
+
## Training Details
|
77 |
+
|
78 |
+
### Training Data
|
79 |
+
|
80 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
81 |
+
|
82 |
+
[More Information Needed]
|
83 |
+
|
84 |
+
### Training Procedure
|
85 |
+
|
86 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
87 |
+
|
88 |
+
#### Preprocessing [optional]
|
89 |
+
|
90 |
+
[More Information Needed]
|
91 |
+
|
92 |
+
|
93 |
+
#### Training Hyperparameters
|
94 |
+
|
95 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
96 |
+
|
97 |
+
#### Speeds, Sizes, Times [optional]
|
98 |
+
|
99 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
100 |
+
|
101 |
+
[More Information Needed]
|
102 |
+
|
103 |
+
## Evaluation
|
104 |
+
|
105 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
106 |
+
|
107 |
+
### Testing Data, Factors & Metrics
|
108 |
+
|
109 |
+
#### Testing Data
|
110 |
+
|
111 |
+
<!-- This should link to a Dataset Card if possible. -->
|
112 |
+
|
113 |
+
[More Information Needed]
|
114 |
+
|
115 |
+
#### Factors
|
116 |
+
|
117 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
118 |
+
|
119 |
+
[More Information Needed]
|
120 |
+
|
121 |
+
#### Metrics
|
122 |
+
|
123 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
124 |
+
|
125 |
+
[More Information Needed]
|
126 |
+
|
127 |
+
### Results
|
128 |
+
|
129 |
+
[More Information Needed]
|
130 |
+
|
131 |
+
#### Summary
|
132 |
+
|
133 |
+
|
134 |
+
|
135 |
+
## Model Examination [optional]
|
136 |
+
|
137 |
+
<!-- Relevant interpretability work for the model goes here -->
|
138 |
+
|
139 |
+
[More Information Needed]
|
140 |
+
|
141 |
+
## Environmental Impact
|
142 |
+
|
143 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
144 |
+
|
145 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
146 |
+
|
147 |
+
- **Hardware Type:** [More Information Needed]
|
148 |
+
- **Hours used:** [More Information Needed]
|
149 |
+
- **Cloud Provider:** [More Information Needed]
|
150 |
+
- **Compute Region:** [More Information Needed]
|
151 |
+
- **Carbon Emitted:** [More Information Needed]
|
152 |
+
|
153 |
+
## Technical Specifications [optional]
|
154 |
+
|
155 |
+
### Model Architecture and Objective
|
156 |
+
|
157 |
+
[More Information Needed]
|
158 |
+
|
159 |
+
### Compute Infrastructure
|
160 |
+
|
161 |
+
[More Information Needed]
|
162 |
+
|
163 |
+
#### Hardware
|
164 |
+
|
165 |
+
[More Information Needed]
|
166 |
+
|
167 |
+
#### Software
|
168 |
+
|
169 |
+
[More Information Needed]
|
170 |
+
|
171 |
+
## Citation [optional]
|
172 |
+
|
173 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
174 |
+
|
175 |
+
**BibTeX:**
|
176 |
+
|
177 |
+
[More Information Needed]
|
178 |
+
|
179 |
+
**APA:**
|
180 |
+
|
181 |
+
[More Information Needed]
|
182 |
+
|
183 |
+
## Glossary [optional]
|
184 |
+
|
185 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
186 |
+
|
187 |
+
[More Information Needed]
|
188 |
+
|
189 |
+
## More Information [optional]
|
190 |
+
|
191 |
+
[More Information Needed]
|
192 |
+
|
193 |
+
## Model Card Authors [optional]
|
194 |
+
|
195 |
+
[More Information Needed]
|
196 |
+
|
197 |
+
## Model Card Contact
|
198 |
+
|
199 |
+
[More Information Needed]
|
200 |
+
### Framework versions
|
201 |
+
|
202 |
+
- PEFT 0.11.1
|
checkpoint-950/adapter_config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alpha_pattern": {},
|
3 |
+
"auto_mapping": null,
|
4 |
+
"base_model_name_or_path": "/home/model",
|
5 |
+
"bias": "none",
|
6 |
+
"fan_in_fan_out": false,
|
7 |
+
"inference_mode": true,
|
8 |
+
"init_lora_weights": true,
|
9 |
+
"layer_replication": null,
|
10 |
+
"layers_pattern": null,
|
11 |
+
"layers_to_transform": null,
|
12 |
+
"loftq_config": {},
|
13 |
+
"lora_alpha": 128,
|
14 |
+
"lora_dropout": 0.0,
|
15 |
+
"megatron_config": null,
|
16 |
+
"megatron_core": "megatron.core",
|
17 |
+
"modules_to_save": null,
|
18 |
+
"peft_type": "LORA",
|
19 |
+
"r": 256,
|
20 |
+
"rank_pattern": {},
|
21 |
+
"revision": null,
|
22 |
+
"target_modules": [
|
23 |
+
"q_proj",
|
24 |
+
"k_proj",
|
25 |
+
"down_proj",
|
26 |
+
"o_proj",
|
27 |
+
"v_proj",
|
28 |
+
"up_proj",
|
29 |
+
"gate_proj"
|
30 |
+
],
|
31 |
+
"task_type": "CAUSAL_LM",
|
32 |
+
"use_dora": false,
|
33 |
+
"use_rslora": true
|
34 |
+
}
|
checkpoint-950/adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7dad9b787289689fcd1889f6f4c413763baa00ec8a204132f756b262394006f
|
3 |
+
size 1342239008
|
checkpoint-950/global_step950/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ef841d63b5a712be2ea84901f3f88774cff659b92793ba36ad9c47ad8196349e
|
3 |
+
size 1006642544
|
checkpoint-950/global_step950/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:96e1c192d59a0c4c1504adb68f43de357bfbbf84f34fd67076be8277c7511b01
|
3 |
+
size 1006642544
|
checkpoint-950/global_step950/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d9e0ff368669d37bc3a2232eec68990b673e8a0a2492975ef11e0ed45c8aa155
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d251a3e3e0ed2d97af7f3b4ef132fe3e156c1f965dc1a2db284b688c5c53a579
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0799fea98a58217d80088ed0d381c224eea5db8fa4cda7d0933e3841739efd22
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c95d577226a8a25797527101640184a7d4413d9e7959d451b4de91d455bb6ca0
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aeddb2bf7136cdb9af530eaf0859c76f86d7059e2d573e3110e203903bd5524a
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:85d1bb4c794f3f8b25074beeed8da49cff85cec85db062a8d267e6e2520e882e
|
3 |
+
size 1006642608
|
checkpoint-950/global_step950/mp_rank_00_model_states.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:602af5195d7a1c90c1043ab5feb17cd324fb218f681a9aa601970b5f52e1d672
|
3 |
+
size 1342504876
|
checkpoint-950/latest
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
global_step950
|
checkpoint-950/rng_state_0.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:575119a228f98110923ffa2dedcb50e3317251b26054355d015e0b2240d566f2
|
3 |
+
size 15984
|
checkpoint-950/rng_state_1.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0728b56dab7abb5ef8a0d4bae3519c5767c97467bdd886d26bf19cc8599d0312
|
3 |
+
size 15984
|
checkpoint-950/rng_state_2.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f4e481d4ef1546694da7337f6bb6c658b866dcb79b85deeb477da0d27ebe851e
|
3 |
+
size 15984
|
checkpoint-950/rng_state_3.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:353c60be37ea56fc992fca446598ceca5d1fd002aa3bd6dbb9ad740e6f47ebb3
|
3 |
+
size 15984
|
checkpoint-950/rng_state_4.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e9107fe964ba7205e354084b85210e5a5ea1c98cfd4d38adb9cd3926945dcae4
|
3 |
+
size 15984
|
checkpoint-950/rng_state_5.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69d1bb1abee38b92e53f3f23549b642ce0f1edcdccf7b6129847ac61636e96d5
|
3 |
+
size 15984
|
checkpoint-950/rng_state_6.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:afd5516048e20f36959601574e29e40106085a7d3cdc7bf425ce5e84633490e6
|
3 |
+
size 15984
|
checkpoint-950/rng_state_7.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8e2c46927fc06939b4c976a01e4b95dec1f8b98ceaea86d31a5d756fc30ff006
|
3 |
+
size 15984
|
checkpoint-950/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:694792545adc1a4c8a8513bbbbc9bf84e9ccab1d05d9d6e949569214873f581d
|
3 |
+
size 1064
|
checkpoint-950/special_tokens_map.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<|begin_of_text|>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "<|eot_id|>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "<|eot_id|>"
|
17 |
+
}
|
checkpoint-950/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-950/tokenizer_config.json
ADDED
@@ -0,0 +1,2066 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"128000": {
|
5 |
+
"content": "<|begin_of_text|>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": false,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"128001": {
|
13 |
+
"content": "<|end_of_text|>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": false,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"128002": {
|
21 |
+
"content": "<|reserved_special_token_0|>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": false,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"128003": {
|
29 |
+
"content": "<|reserved_special_token_1|>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": false,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"128004": {
|
37 |
+
"content": "<|reserved_special_token_2|>",
|
38 |
+
"lstrip": false,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
},
|
44 |
+
"128005": {
|
45 |
+
"content": "<|reserved_special_token_3|>",
|
46 |
+
"lstrip": false,
|
47 |
+
"normalized": false,
|
48 |
+
"rstrip": false,
|
49 |
+
"single_word": false,
|
50 |
+
"special": true
|
51 |
+
},
|
52 |
+
"128006": {
|
53 |
+
"content": "<|start_header_id|>",
|
54 |
+
"lstrip": false,
|
55 |
+
"normalized": false,
|
56 |
+
"rstrip": false,
|
57 |
+
"single_word": false,
|
58 |
+
"special": true
|
59 |
+
},
|
60 |
+
"128007": {
|
61 |
+
"content": "<|end_header_id|>",
|
62 |
+
"lstrip": false,
|
63 |
+
"normalized": false,
|
64 |
+
"rstrip": false,
|
65 |
+
"single_word": false,
|
66 |
+
"special": true
|
67 |
+
},
|
68 |
+
"128008": {
|
69 |
+
"content": "<|reserved_special_token_4|>",
|
70 |
+
"lstrip": false,
|
71 |
+
"normalized": false,
|
72 |
+
"rstrip": false,
|
73 |
+
"single_word": false,
|
74 |
+
"special": true
|
75 |
+
},
|
76 |
+
"128009": {
|
77 |
+
"content": "<|eot_id|>",
|
78 |
+
"lstrip": false,
|
79 |
+
"normalized": false,
|
80 |
+
"rstrip": false,
|
81 |
+
"single_word": false,
|
82 |
+
"special": true
|
83 |
+
},
|
84 |
+
"128010": {
|
85 |
+
"content": "<|reserved_special_token_5|>",
|
86 |
+
"lstrip": false,
|
87 |
+
"normalized": false,
|
88 |
+
"rstrip": false,
|
89 |
+
"single_word": false,
|
90 |
+
"special": true
|
91 |
+
},
|
92 |
+
"128011": {
|
93 |
+
"content": "<|reserved_special_token_6|>",
|
94 |
+
"lstrip": false,
|
95 |
+
"normalized": false,
|
96 |
+
"rstrip": false,
|
97 |
+
"single_word": false,
|
98 |
+
"special": true
|
99 |
+
},
|
100 |
+
"128012": {
|
101 |
+
"content": "<|reserved_special_token_7|>",
|
102 |
+
"lstrip": false,
|
103 |
+
"normalized": false,
|
104 |
+
"rstrip": false,
|
105 |
+
"single_word": false,
|
106 |
+
"special": true
|
107 |
+
},
|
108 |
+
"128013": {
|
109 |
+
"content": "<|reserved_special_token_8|>",
|
110 |
+
"lstrip": false,
|
111 |
+
"normalized": false,
|
112 |
+
"rstrip": false,
|
113 |
+
"single_word": false,
|
114 |
+
"special": true
|
115 |
+
},
|
116 |
+
"128014": {
|
117 |
+
"content": "<|reserved_special_token_9|>",
|
118 |
+
"lstrip": false,
|
119 |
+
"normalized": false,
|
120 |
+
"rstrip": false,
|
121 |
+
"single_word": false,
|
122 |
+
"special": true
|
123 |
+
},
|
124 |
+
"128015": {
|
125 |
+
"content": "<|reserved_special_token_10|>",
|
126 |
+
"lstrip": false,
|
127 |
+
"normalized": false,
|
128 |
+
"rstrip": false,
|
129 |
+
"single_word": false,
|
130 |
+
"special": true
|
131 |
+
},
|
132 |
+
"128016": {
|
133 |
+
"content": "<|reserved_special_token_11|>",
|
134 |
+
"lstrip": false,
|
135 |
+
"normalized": false,
|
136 |
+
"rstrip": false,
|
137 |
+
"single_word": false,
|
138 |
+
"special": true
|
139 |
+
},
|
140 |
+
"128017": {
|
141 |
+
"content": "<|reserved_special_token_12|>",
|
142 |
+
"lstrip": false,
|
143 |
+
"normalized": false,
|
144 |
+
"rstrip": false,
|
145 |
+
"single_word": false,
|
146 |
+
"special": true
|
147 |
+
},
|
148 |
+
"128018": {
|
149 |
+
"content": "<|reserved_special_token_13|>",
|
150 |
+
"lstrip": false,
|
151 |
+
"normalized": false,
|
152 |
+
"rstrip": false,
|
153 |
+
"single_word": false,
|
154 |
+
"special": true
|
155 |
+
},
|
156 |
+
"128019": {
|
157 |
+
"content": "<|reserved_special_token_14|>",
|
158 |
+
"lstrip": false,
|
159 |
+
"normalized": false,
|
160 |
+
"rstrip": false,
|
161 |
+
"single_word": false,
|
162 |
+
"special": true
|
163 |
+
},
|
164 |
+
"128020": {
|
165 |
+
"content": "<|reserved_special_token_15|>",
|
166 |
+
"lstrip": false,
|
167 |
+
"normalized": false,
|
168 |
+
"rstrip": false,
|
169 |
+
"single_word": false,
|
170 |
+
"special": true
|
171 |
+
},
|
172 |
+
"128021": {
|
173 |
+
"content": "<|reserved_special_token_16|>",
|
174 |
+
"lstrip": false,
|
175 |
+
"normalized": false,
|
176 |
+
"rstrip": false,
|
177 |
+
"single_word": false,
|
178 |
+
"special": true
|
179 |
+
},
|
180 |
+
"128022": {
|
181 |
+
"content": "<|reserved_special_token_17|>",
|
182 |
+
"lstrip": false,
|
183 |
+
"normalized": false,
|
184 |
+
"rstrip": false,
|
185 |
+
"single_word": false,
|
186 |
+
"special": true
|
187 |
+
},
|
188 |
+
"128023": {
|
189 |
+
"content": "<|reserved_special_token_18|>",
|
190 |
+
"lstrip": false,
|
191 |
+
"normalized": false,
|
192 |
+
"rstrip": false,
|
193 |
+
"single_word": false,
|
194 |
+
"special": true
|
195 |
+
},
|
196 |
+
"128024": {
|
197 |
+
"content": "<|reserved_special_token_19|>",
|
198 |
+
"lstrip": false,
|
199 |
+
"normalized": false,
|
200 |
+
"rstrip": false,
|
201 |
+
"single_word": false,
|
202 |
+
"special": true
|
203 |
+
},
|
204 |
+
"128025": {
|
205 |
+
"content": "<|reserved_special_token_20|>",
|
206 |
+
"lstrip": false,
|
207 |
+
"normalized": false,
|
208 |
+
"rstrip": false,
|
209 |
+
"single_word": false,
|
210 |
+
"special": true
|
211 |
+
},
|
212 |
+
"128026": {
|
213 |
+
"content": "<|reserved_special_token_21|>",
|
214 |
+
"lstrip": false,
|
215 |
+
"normalized": false,
|
216 |
+
"rstrip": false,
|
217 |
+
"single_word": false,
|
218 |
+
"special": true
|
219 |
+
},
|
220 |
+
"128027": {
|
221 |
+
"content": "<|reserved_special_token_22|>",
|
222 |
+
"lstrip": false,
|
223 |
+
"normalized": false,
|
224 |
+
"rstrip": false,
|
225 |
+
"single_word": false,
|
226 |
+
"special": true
|
227 |
+
},
|
228 |
+
"128028": {
|
229 |
+
"content": "<|reserved_special_token_23|>",
|
230 |
+
"lstrip": false,
|
231 |
+
"normalized": false,
|
232 |
+
"rstrip": false,
|
233 |
+
"single_word": false,
|
234 |
+
"special": true
|
235 |
+
},
|
236 |
+
"128029": {
|
237 |
+
"content": "<|reserved_special_token_24|>",
|
238 |
+
"lstrip": false,
|
239 |
+
"normalized": false,
|
240 |
+
"rstrip": false,
|
241 |
+
"single_word": false,
|
242 |
+
"special": true
|
243 |
+
},
|
244 |
+
"128030": {
|
245 |
+
"content": "<|reserved_special_token_25|>",
|
246 |
+
"lstrip": false,
|
247 |
+
"normalized": false,
|
248 |
+
"rstrip": false,
|
249 |
+
"single_word": false,
|
250 |
+
"special": true
|
251 |
+
},
|
252 |
+
"128031": {
|
253 |
+
"content": "<|reserved_special_token_26|>",
|
254 |
+
"lstrip": false,
|
255 |
+
"normalized": false,
|
256 |
+
"rstrip": false,
|
257 |
+
"single_word": false,
|
258 |
+
"special": true
|
259 |
+
},
|
260 |
+
"128032": {
|
261 |
+
"content": "<|reserved_special_token_27|>",
|
262 |
+
"lstrip": false,
|
263 |
+
"normalized": false,
|
264 |
+
"rstrip": false,
|
265 |
+
"single_word": false,
|
266 |
+
"special": true
|
267 |
+
},
|
268 |
+
"128033": {
|
269 |
+
"content": "<|reserved_special_token_28|>",
|
270 |
+
"lstrip": false,
|
271 |
+
"normalized": false,
|
272 |
+
"rstrip": false,
|
273 |
+
"single_word": false,
|
274 |
+
"special": true
|
275 |
+
},
|
276 |
+
"128034": {
|
277 |
+
"content": "<|reserved_special_token_29|>",
|
278 |
+
"lstrip": false,
|
279 |
+
"normalized": false,
|
280 |
+
"rstrip": false,
|
281 |
+
"single_word": false,
|
282 |
+
"special": true
|
283 |
+
},
|
284 |
+
"128035": {
|
285 |
+
"content": "<|reserved_special_token_30|>",
|
286 |
+
"lstrip": false,
|
287 |
+
"normalized": false,
|
288 |
+
"rstrip": false,
|
289 |
+
"single_word": false,
|
290 |
+
"special": true
|
291 |
+
},
|
292 |
+
"128036": {
|
293 |
+
"content": "<|reserved_special_token_31|>",
|
294 |
+
"lstrip": false,
|
295 |
+
"normalized": false,
|
296 |
+
"rstrip": false,
|
297 |
+
"single_word": false,
|
298 |
+
"special": true
|
299 |
+
},
|
300 |
+
"128037": {
|
301 |
+
"content": "<|reserved_special_token_32|>",
|
302 |
+
"lstrip": false,
|
303 |
+
"normalized": false,
|
304 |
+
"rstrip": false,
|
305 |
+
"single_word": false,
|
306 |
+
"special": true
|
307 |
+
},
|
308 |
+
"128038": {
|
309 |
+
"content": "<|reserved_special_token_33|>",
|
310 |
+
"lstrip": false,
|
311 |
+
"normalized": false,
|
312 |
+
"rstrip": false,
|
313 |
+
"single_word": false,
|
314 |
+
"special": true
|
315 |
+
},
|
316 |
+
"128039": {
|
317 |
+
"content": "<|reserved_special_token_34|>",
|
318 |
+
"lstrip": false,
|
319 |
+
"normalized": false,
|
320 |
+
"rstrip": false,
|
321 |
+
"single_word": false,
|
322 |
+
"special": true
|
323 |
+
},
|
324 |
+
"128040": {
|
325 |
+
"content": "<|reserved_special_token_35|>",
|
326 |
+
"lstrip": false,
|
327 |
+
"normalized": false,
|
328 |
+
"rstrip": false,
|
329 |
+
"single_word": false,
|
330 |
+
"special": true
|
331 |
+
},
|
332 |
+
"128041": {
|
333 |
+
"content": "<|reserved_special_token_36|>",
|
334 |
+
"lstrip": false,
|
335 |
+
"normalized": false,
|
336 |
+
"rstrip": false,
|
337 |
+
"single_word": false,
|
338 |
+
"special": true
|
339 |
+
},
|
340 |
+
"128042": {
|
341 |
+
"content": "<|reserved_special_token_37|>",
|
342 |
+
"lstrip": false,
|
343 |
+
"normalized": false,
|
344 |
+
"rstrip": false,
|
345 |
+
"single_word": false,
|
346 |
+
"special": true
|
347 |
+
},
|
348 |
+
"128043": {
|
349 |
+
"content": "<|reserved_special_token_38|>",
|
350 |
+
"lstrip": false,
|
351 |
+
"normalized": false,
|
352 |
+
"rstrip": false,
|
353 |
+
"single_word": false,
|
354 |
+
"special": true
|
355 |
+
},
|
356 |
+
"128044": {
|
357 |
+
"content": "<|reserved_special_token_39|>",
|
358 |
+
"lstrip": false,
|
359 |
+
"normalized": false,
|
360 |
+
"rstrip": false,
|
361 |
+
"single_word": false,
|
362 |
+
"special": true
|
363 |
+
},
|
364 |
+
"128045": {
|
365 |
+
"content": "<|reserved_special_token_40|>",
|
366 |
+
"lstrip": false,
|
367 |
+
"normalized": false,
|
368 |
+
"rstrip": false,
|
369 |
+
"single_word": false,
|
370 |
+
"special": true
|
371 |
+
},
|
372 |
+
"128046": {
|
373 |
+
"content": "<|reserved_special_token_41|>",
|
374 |
+
"lstrip": false,
|
375 |
+
"normalized": false,
|
376 |
+
"rstrip": false,
|
377 |
+
"single_word": false,
|
378 |
+
"special": true
|
379 |
+
},
|
380 |
+
"128047": {
|
381 |
+
"content": "<|reserved_special_token_42|>",
|
382 |
+
"lstrip": false,
|
383 |
+
"normalized": false,
|
384 |
+
"rstrip": false,
|
385 |
+
"single_word": false,
|
386 |
+
"special": true
|
387 |
+
},
|
388 |
+
"128048": {
|
389 |
+
"content": "<|reserved_special_token_43|>",
|
390 |
+
"lstrip": false,
|
391 |
+
"normalized": false,
|
392 |
+
"rstrip": false,
|
393 |
+
"single_word": false,
|
394 |
+
"special": true
|
395 |
+
},
|
396 |
+
"128049": {
|
397 |
+
"content": "<|reserved_special_token_44|>",
|
398 |
+
"lstrip": false,
|
399 |
+
"normalized": false,
|
400 |
+
"rstrip": false,
|
401 |
+
"single_word": false,
|
402 |
+
"special": true
|
403 |
+
},
|
404 |
+
"128050": {
|
405 |
+
"content": "<|reserved_special_token_45|>",
|
406 |
+
"lstrip": false,
|
407 |
+
"normalized": false,
|
408 |
+
"rstrip": false,
|
409 |
+
"single_word": false,
|
410 |
+
"special": true
|
411 |
+
},
|
412 |
+
"128051": {
|
413 |
+
"content": "<|reserved_special_token_46|>",
|
414 |
+
"lstrip": false,
|
415 |
+
"normalized": false,
|
416 |
+
"rstrip": false,
|
417 |
+
"single_word": false,
|
418 |
+
"special": true
|
419 |
+
},
|
420 |
+
"128052": {
|
421 |
+
"content": "<|reserved_special_token_47|>",
|
422 |
+
"lstrip": false,
|
423 |
+
"normalized": false,
|
424 |
+
"rstrip": false,
|
425 |
+
"single_word": false,
|
426 |
+
"special": true
|
427 |
+
},
|
428 |
+
"128053": {
|
429 |
+
"content": "<|reserved_special_token_48|>",
|
430 |
+
"lstrip": false,
|
431 |
+
"normalized": false,
|
432 |
+
"rstrip": false,
|
433 |
+
"single_word": false,
|
434 |
+
"special": true
|
435 |
+
},
|
436 |
+
"128054": {
|
437 |
+
"content": "<|reserved_special_token_49|>",
|
438 |
+
"lstrip": false,
|
439 |
+
"normalized": false,
|
440 |
+
"rstrip": false,
|
441 |
+
"single_word": false,
|
442 |
+
"special": true
|
443 |
+
},
|
444 |
+
"128055": {
|
445 |
+
"content": "<|reserved_special_token_50|>",
|
446 |
+
"lstrip": false,
|
447 |
+
"normalized": false,
|
448 |
+
"rstrip": false,
|
449 |
+
"single_word": false,
|
450 |
+
"special": true
|
451 |
+
},
|
452 |
+
"128056": {
|
453 |
+
"content": "<|reserved_special_token_51|>",
|
454 |
+
"lstrip": false,
|
455 |
+
"normalized": false,
|
456 |
+
"rstrip": false,
|
457 |
+
"single_word": false,
|
458 |
+
"special": true
|
459 |
+
},
|
460 |
+
"128057": {
|
461 |
+
"content": "<|reserved_special_token_52|>",
|
462 |
+
"lstrip": false,
|
463 |
+
"normalized": false,
|
464 |
+
"rstrip": false,
|
465 |
+
"single_word": false,
|
466 |
+
"special": true
|
467 |
+
},
|
468 |
+
"128058": {
|
469 |
+
"content": "<|reserved_special_token_53|>",
|
470 |
+
"lstrip": false,
|
471 |
+
"normalized": false,
|
472 |
+
"rstrip": false,
|
473 |
+
"single_word": false,
|
474 |
+
"special": true
|
475 |
+
},
|
476 |
+
"128059": {
|
477 |
+
"content": "<|reserved_special_token_54|>",
|
478 |
+
"lstrip": false,
|
479 |
+
"normalized": false,
|
480 |
+
"rstrip": false,
|
481 |
+
"single_word": false,
|
482 |
+
"special": true
|
483 |
+
},
|
484 |
+
"128060": {
|
485 |
+
"content": "<|reserved_special_token_55|>",
|
486 |
+
"lstrip": false,
|
487 |
+
"normalized": false,
|
488 |
+
"rstrip": false,
|
489 |
+
"single_word": false,
|
490 |
+
"special": true
|
491 |
+
},
|
492 |
+
"128061": {
|
493 |
+
"content": "<|reserved_special_token_56|>",
|
494 |
+
"lstrip": false,
|
495 |
+
"normalized": false,
|
496 |
+
"rstrip": false,
|
497 |
+
"single_word": false,
|
498 |
+
"special": true
|
499 |
+
},
|
500 |
+
"128062": {
|
501 |
+
"content": "<|reserved_special_token_57|>",
|
502 |
+
"lstrip": false,
|
503 |
+
"normalized": false,
|
504 |
+
"rstrip": false,
|
505 |
+
"single_word": false,
|
506 |
+
"special": true
|
507 |
+
},
|
508 |
+
"128063": {
|
509 |
+
"content": "<|reserved_special_token_58|>",
|
510 |
+
"lstrip": false,
|
511 |
+
"normalized": false,
|
512 |
+
"rstrip": false,
|
513 |
+
"single_word": false,
|
514 |
+
"special": true
|
515 |
+
},
|
516 |
+
"128064": {
|
517 |
+
"content": "<|reserved_special_token_59|>",
|
518 |
+
"lstrip": false,
|
519 |
+
"normalized": false,
|
520 |
+
"rstrip": false,
|
521 |
+
"single_word": false,
|
522 |
+
"special": true
|
523 |
+
},
|
524 |
+
"128065": {
|
525 |
+
"content": "<|reserved_special_token_60|>",
|
526 |
+
"lstrip": false,
|
527 |
+
"normalized": false,
|
528 |
+
"rstrip": false,
|
529 |
+
"single_word": false,
|
530 |
+
"special": true
|
531 |
+
},
|
532 |
+
"128066": {
|
533 |
+
"content": "<|reserved_special_token_61|>",
|
534 |
+
"lstrip": false,
|
535 |
+
"normalized": false,
|
536 |
+
"rstrip": false,
|
537 |
+
"single_word": false,
|
538 |
+
"special": true
|
539 |
+
},
|
540 |
+
"128067": {
|
541 |
+
"content": "<|reserved_special_token_62|>",
|
542 |
+
"lstrip": false,
|
543 |
+
"normalized": false,
|
544 |
+
"rstrip": false,
|
545 |
+
"single_word": false,
|
546 |
+
"special": true
|
547 |
+
},
|
548 |
+
"128068": {
|
549 |
+
"content": "<|reserved_special_token_63|>",
|
550 |
+
"lstrip": false,
|
551 |
+
"normalized": false,
|
552 |
+
"rstrip": false,
|
553 |
+
"single_word": false,
|
554 |
+
"special": true
|
555 |
+
},
|
556 |
+
"128069": {
|
557 |
+
"content": "<|reserved_special_token_64|>",
|
558 |
+
"lstrip": false,
|
559 |
+
"normalized": false,
|
560 |
+
"rstrip": false,
|
561 |
+
"single_word": false,
|
562 |
+
"special": true
|
563 |
+
},
|
564 |
+
"128070": {
|
565 |
+
"content": "<|reserved_special_token_65|>",
|
566 |
+
"lstrip": false,
|
567 |
+
"normalized": false,
|
568 |
+
"rstrip": false,
|
569 |
+
"single_word": false,
|
570 |
+
"special": true
|
571 |
+
},
|
572 |
+
"128071": {
|
573 |
+
"content": "<|reserved_special_token_66|>",
|
574 |
+
"lstrip": false,
|
575 |
+
"normalized": false,
|
576 |
+
"rstrip": false,
|
577 |
+
"single_word": false,
|
578 |
+
"special": true
|
579 |
+
},
|
580 |
+
"128072": {
|
581 |
+
"content": "<|reserved_special_token_67|>",
|
582 |
+
"lstrip": false,
|
583 |
+
"normalized": false,
|
584 |
+
"rstrip": false,
|
585 |
+
"single_word": false,
|
586 |
+
"special": true
|
587 |
+
},
|
588 |
+
"128073": {
|
589 |
+
"content": "<|reserved_special_token_68|>",
|
590 |
+
"lstrip": false,
|
591 |
+
"normalized": false,
|
592 |
+
"rstrip": false,
|
593 |
+
"single_word": false,
|
594 |
+
"special": true
|
595 |
+
},
|
596 |
+
"128074": {
|
597 |
+
"content": "<|reserved_special_token_69|>",
|
598 |
+
"lstrip": false,
|
599 |
+
"normalized": false,
|
600 |
+
"rstrip": false,
|
601 |
+
"single_word": false,
|
602 |
+
"special": true
|
603 |
+
},
|
604 |
+
"128075": {
|
605 |
+
"content": "<|reserved_special_token_70|>",
|
606 |
+
"lstrip": false,
|
607 |
+
"normalized": false,
|
608 |
+
"rstrip": false,
|
609 |
+
"single_word": false,
|
610 |
+
"special": true
|
611 |
+
},
|
612 |
+
"128076": {
|
613 |
+
"content": "<|reserved_special_token_71|>",
|
614 |
+
"lstrip": false,
|
615 |
+
"normalized": false,
|
616 |
+
"rstrip": false,
|
617 |
+
"single_word": false,
|
618 |
+
"special": true
|
619 |
+
},
|
620 |
+
"128077": {
|
621 |
+
"content": "<|reserved_special_token_72|>",
|
622 |
+
"lstrip": false,
|
623 |
+
"normalized": false,
|
624 |
+
"rstrip": false,
|
625 |
+
"single_word": false,
|
626 |
+
"special": true
|
627 |
+
},
|
628 |
+
"128078": {
|
629 |
+
"content": "<|reserved_special_token_73|>",
|
630 |
+
"lstrip": false,
|
631 |
+
"normalized": false,
|
632 |
+
"rstrip": false,
|
633 |
+
"single_word": false,
|
634 |
+
"special": true
|
635 |
+
},
|
636 |
+
"128079": {
|
637 |
+
"content": "<|reserved_special_token_74|>",
|
638 |
+
"lstrip": false,
|
639 |
+
"normalized": false,
|
640 |
+
"rstrip": false,
|
641 |
+
"single_word": false,
|
642 |
+
"special": true
|
643 |
+
},
|
644 |
+
"128080": {
|
645 |
+
"content": "<|reserved_special_token_75|>",
|
646 |
+
"lstrip": false,
|
647 |
+
"normalized": false,
|
648 |
+
"rstrip": false,
|
649 |
+
"single_word": false,
|
650 |
+
"special": true
|
651 |
+
},
|
652 |
+
"128081": {
|
653 |
+
"content": "<|reserved_special_token_76|>",
|
654 |
+
"lstrip": false,
|
655 |
+
"normalized": false,
|
656 |
+
"rstrip": false,
|
657 |
+
"single_word": false,
|
658 |
+
"special": true
|
659 |
+
},
|
660 |
+
"128082": {
|
661 |
+
"content": "<|reserved_special_token_77|>",
|
662 |
+
"lstrip": false,
|
663 |
+
"normalized": false,
|
664 |
+
"rstrip": false,
|
665 |
+
"single_word": false,
|
666 |
+
"special": true
|
667 |
+
},
|
668 |
+
"128083": {
|
669 |
+
"content": "<|reserved_special_token_78|>",
|
670 |
+
"lstrip": false,
|
671 |
+
"normalized": false,
|
672 |
+
"rstrip": false,
|
673 |
+
"single_word": false,
|
674 |
+
"special": true
|
675 |
+
},
|
676 |
+
"128084": {
|
677 |
+
"content": "<|reserved_special_token_79|>",
|
678 |
+
"lstrip": false,
|
679 |
+
"normalized": false,
|
680 |
+
"rstrip": false,
|
681 |
+
"single_word": false,
|
682 |
+
"special": true
|
683 |
+
},
|
684 |
+
"128085": {
|
685 |
+
"content": "<|reserved_special_token_80|>",
|
686 |
+
"lstrip": false,
|
687 |
+
"normalized": false,
|
688 |
+
"rstrip": false,
|
689 |
+
"single_word": false,
|
690 |
+
"special": true
|
691 |
+
},
|
692 |
+
"128086": {
|
693 |
+
"content": "<|reserved_special_token_81|>",
|
694 |
+
"lstrip": false,
|
695 |
+
"normalized": false,
|
696 |
+
"rstrip": false,
|
697 |
+
"single_word": false,
|
698 |
+
"special": true
|
699 |
+
},
|
700 |
+
"128087": {
|
701 |
+
"content": "<|reserved_special_token_82|>",
|
702 |
+
"lstrip": false,
|
703 |
+
"normalized": false,
|
704 |
+
"rstrip": false,
|
705 |
+
"single_word": false,
|
706 |
+
"special": true
|
707 |
+
},
|
708 |
+
"128088": {
|
709 |
+
"content": "<|reserved_special_token_83|>",
|
710 |
+
"lstrip": false,
|
711 |
+
"normalized": false,
|
712 |
+
"rstrip": false,
|
713 |
+
"single_word": false,
|
714 |
+
"special": true
|
715 |
+
},
|
716 |
+
"128089": {
|
717 |
+
"content": "<|reserved_special_token_84|>",
|
718 |
+
"lstrip": false,
|
719 |
+
"normalized": false,
|
720 |
+
"rstrip": false,
|
721 |
+
"single_word": false,
|
722 |
+
"special": true
|
723 |
+
},
|
724 |
+
"128090": {
|
725 |
+
"content": "<|reserved_special_token_85|>",
|
726 |
+
"lstrip": false,
|
727 |
+
"normalized": false,
|
728 |
+
"rstrip": false,
|
729 |
+
"single_word": false,
|
730 |
+
"special": true
|
731 |
+
},
|
732 |
+
"128091": {
|
733 |
+
"content": "<|reserved_special_token_86|>",
|
734 |
+
"lstrip": false,
|
735 |
+
"normalized": false,
|
736 |
+
"rstrip": false,
|
737 |
+
"single_word": false,
|
738 |
+
"special": true
|
739 |
+
},
|
740 |
+
"128092": {
|
741 |
+
"content": "<|reserved_special_token_87|>",
|
742 |
+
"lstrip": false,
|
743 |
+
"normalized": false,
|
744 |
+
"rstrip": false,
|
745 |
+
"single_word": false,
|
746 |
+
"special": true
|
747 |
+
},
|
748 |
+
"128093": {
|
749 |
+
"content": "<|reserved_special_token_88|>",
|
750 |
+
"lstrip": false,
|
751 |
+
"normalized": false,
|
752 |
+
"rstrip": false,
|
753 |
+
"single_word": false,
|
754 |
+
"special": true
|
755 |
+
},
|
756 |
+
"128094": {
|
757 |
+
"content": "<|reserved_special_token_89|>",
|
758 |
+
"lstrip": false,
|
759 |
+
"normalized": false,
|
760 |
+
"rstrip": false,
|
761 |
+
"single_word": false,
|
762 |
+
"special": true
|
763 |
+
},
|
764 |
+
"128095": {
|
765 |
+
"content": "<|reserved_special_token_90|>",
|
766 |
+
"lstrip": false,
|
767 |
+
"normalized": false,
|
768 |
+
"rstrip": false,
|
769 |
+
"single_word": false,
|
770 |
+
"special": true
|
771 |
+
},
|
772 |
+
"128096": {
|
773 |
+
"content": "<|reserved_special_token_91|>",
|
774 |
+
"lstrip": false,
|
775 |
+
"normalized": false,
|
776 |
+
"rstrip": false,
|
777 |
+
"single_word": false,
|
778 |
+
"special": true
|
779 |
+
},
|
780 |
+
"128097": {
|
781 |
+
"content": "<|reserved_special_token_92|>",
|
782 |
+
"lstrip": false,
|
783 |
+
"normalized": false,
|
784 |
+
"rstrip": false,
|
785 |
+
"single_word": false,
|
786 |
+
"special": true
|
787 |
+
},
|
788 |
+
"128098": {
|
789 |
+
"content": "<|reserved_special_token_93|>",
|
790 |
+
"lstrip": false,
|
791 |
+
"normalized": false,
|
792 |
+
"rstrip": false,
|
793 |
+
"single_word": false,
|
794 |
+
"special": true
|
795 |
+
},
|
796 |
+
"128099": {
|
797 |
+
"content": "<|reserved_special_token_94|>",
|
798 |
+
"lstrip": false,
|
799 |
+
"normalized": false,
|
800 |
+
"rstrip": false,
|
801 |
+
"single_word": false,
|
802 |
+
"special": true
|
803 |
+
},
|
804 |
+
"128100": {
|
805 |
+
"content": "<|reserved_special_token_95|>",
|
806 |
+
"lstrip": false,
|
807 |
+
"normalized": false,
|
808 |
+
"rstrip": false,
|
809 |
+
"single_word": false,
|
810 |
+
"special": true
|
811 |
+
},
|
812 |
+
"128101": {
|
813 |
+
"content": "<|reserved_special_token_96|>",
|
814 |
+
"lstrip": false,
|
815 |
+
"normalized": false,
|
816 |
+
"rstrip": false,
|
817 |
+
"single_word": false,
|
818 |
+
"special": true
|
819 |
+
},
|
820 |
+
"128102": {
|
821 |
+
"content": "<|reserved_special_token_97|>",
|
822 |
+
"lstrip": false,
|
823 |
+
"normalized": false,
|
824 |
+
"rstrip": false,
|
825 |
+
"single_word": false,
|
826 |
+
"special": true
|
827 |
+
},
|
828 |
+
"128103": {
|
829 |
+
"content": "<|reserved_special_token_98|>",
|
830 |
+
"lstrip": false,
|
831 |
+
"normalized": false,
|
832 |
+
"rstrip": false,
|
833 |
+
"single_word": false,
|
834 |
+
"special": true
|
835 |
+
},
|
836 |
+
"128104": {
|
837 |
+
"content": "<|reserved_special_token_99|>",
|
838 |
+
"lstrip": false,
|
839 |
+
"normalized": false,
|
840 |
+
"rstrip": false,
|
841 |
+
"single_word": false,
|
842 |
+
"special": true
|
843 |
+
},
|
844 |
+
"128105": {
|
845 |
+
"content": "<|reserved_special_token_100|>",
|
846 |
+
"lstrip": false,
|
847 |
+
"normalized": false,
|
848 |
+
"rstrip": false,
|
849 |
+
"single_word": false,
|
850 |
+
"special": true
|
851 |
+
},
|
852 |
+
"128106": {
|
853 |
+
"content": "<|reserved_special_token_101|>",
|
854 |
+
"lstrip": false,
|
855 |
+
"normalized": false,
|
856 |
+
"rstrip": false,
|
857 |
+
"single_word": false,
|
858 |
+
"special": true
|
859 |
+
},
|
860 |
+
"128107": {
|
861 |
+
"content": "<|reserved_special_token_102|>",
|
862 |
+
"lstrip": false,
|
863 |
+
"normalized": false,
|
864 |
+
"rstrip": false,
|
865 |
+
"single_word": false,
|
866 |
+
"special": true
|
867 |
+
},
|
868 |
+
"128108": {
|
869 |
+
"content": "<|reserved_special_token_103|>",
|
870 |
+
"lstrip": false,
|
871 |
+
"normalized": false,
|
872 |
+
"rstrip": false,
|
873 |
+
"single_word": false,
|
874 |
+
"special": true
|
875 |
+
},
|
876 |
+
"128109": {
|
877 |
+
"content": "<|reserved_special_token_104|>",
|
878 |
+
"lstrip": false,
|
879 |
+
"normalized": false,
|
880 |
+
"rstrip": false,
|
881 |
+
"single_word": false,
|
882 |
+
"special": true
|
883 |
+
},
|
884 |
+
"128110": {
|
885 |
+
"content": "<|reserved_special_token_105|>",
|
886 |
+
"lstrip": false,
|
887 |
+
"normalized": false,
|
888 |
+
"rstrip": false,
|
889 |
+
"single_word": false,
|
890 |
+
"special": true
|
891 |
+
},
|
892 |
+
"128111": {
|
893 |
+
"content": "<|reserved_special_token_106|>",
|
894 |
+
"lstrip": false,
|
895 |
+
"normalized": false,
|
896 |
+
"rstrip": false,
|
897 |
+
"single_word": false,
|
898 |
+
"special": true
|
899 |
+
},
|
900 |
+
"128112": {
|
901 |
+
"content": "<|reserved_special_token_107|>",
|
902 |
+
"lstrip": false,
|
903 |
+
"normalized": false,
|
904 |
+
"rstrip": false,
|
905 |
+
"single_word": false,
|
906 |
+
"special": true
|
907 |
+
},
|
908 |
+
"128113": {
|
909 |
+
"content": "<|reserved_special_token_108|>",
|
910 |
+
"lstrip": false,
|
911 |
+
"normalized": false,
|
912 |
+
"rstrip": false,
|
913 |
+
"single_word": false,
|
914 |
+
"special": true
|
915 |
+
},
|
916 |
+
"128114": {
|
917 |
+
"content": "<|reserved_special_token_109|>",
|
918 |
+
"lstrip": false,
|
919 |
+
"normalized": false,
|
920 |
+
"rstrip": false,
|
921 |
+
"single_word": false,
|
922 |
+
"special": true
|
923 |
+
},
|
924 |
+
"128115": {
|
925 |
+
"content": "<|reserved_special_token_110|>",
|
926 |
+
"lstrip": false,
|
927 |
+
"normalized": false,
|
928 |
+
"rstrip": false,
|
929 |
+
"single_word": false,
|
930 |
+
"special": true
|
931 |
+
},
|
932 |
+
"128116": {
|
933 |
+
"content": "<|reserved_special_token_111|>",
|
934 |
+
"lstrip": false,
|
935 |
+
"normalized": false,
|
936 |
+
"rstrip": false,
|
937 |
+
"single_word": false,
|
938 |
+
"special": true
|
939 |
+
},
|
940 |
+
"128117": {
|
941 |
+
"content": "<|reserved_special_token_112|>",
|
942 |
+
"lstrip": false,
|
943 |
+
"normalized": false,
|
944 |
+
"rstrip": false,
|
945 |
+
"single_word": false,
|
946 |
+
"special": true
|
947 |
+
},
|
948 |
+
"128118": {
|
949 |
+
"content": "<|reserved_special_token_113|>",
|
950 |
+
"lstrip": false,
|
951 |
+
"normalized": false,
|
952 |
+
"rstrip": false,
|
953 |
+
"single_word": false,
|
954 |
+
"special": true
|
955 |
+
},
|
956 |
+
"128119": {
|
957 |
+
"content": "<|reserved_special_token_114|>",
|
958 |
+
"lstrip": false,
|
959 |
+
"normalized": false,
|
960 |
+
"rstrip": false,
|
961 |
+
"single_word": false,
|
962 |
+
"special": true
|
963 |
+
},
|
964 |
+
"128120": {
|
965 |
+
"content": "<|reserved_special_token_115|>",
|
966 |
+
"lstrip": false,
|
967 |
+
"normalized": false,
|
968 |
+
"rstrip": false,
|
969 |
+
"single_word": false,
|
970 |
+
"special": true
|
971 |
+
},
|
972 |
+
"128121": {
|
973 |
+
"content": "<|reserved_special_token_116|>",
|
974 |
+
"lstrip": false,
|
975 |
+
"normalized": false,
|
976 |
+
"rstrip": false,
|
977 |
+
"single_word": false,
|
978 |
+
"special": true
|
979 |
+
},
|
980 |
+
"128122": {
|
981 |
+
"content": "<|reserved_special_token_117|>",
|
982 |
+
"lstrip": false,
|
983 |
+
"normalized": false,
|
984 |
+
"rstrip": false,
|
985 |
+
"single_word": false,
|
986 |
+
"special": true
|
987 |
+
},
|
988 |
+
"128123": {
|
989 |
+
"content": "<|reserved_special_token_118|>",
|
990 |
+
"lstrip": false,
|
991 |
+
"normalized": false,
|
992 |
+
"rstrip": false,
|
993 |
+
"single_word": false,
|
994 |
+
"special": true
|
995 |
+
},
|
996 |
+
"128124": {
|
997 |
+
"content": "<|reserved_special_token_119|>",
|
998 |
+
"lstrip": false,
|
999 |
+
"normalized": false,
|
1000 |
+
"rstrip": false,
|
1001 |
+
"single_word": false,
|
1002 |
+
"special": true
|
1003 |
+
},
|
1004 |
+
"128125": {
|
1005 |
+
"content": "<|reserved_special_token_120|>",
|
1006 |
+
"lstrip": false,
|
1007 |
+
"normalized": false,
|
1008 |
+
"rstrip": false,
|
1009 |
+
"single_word": false,
|
1010 |
+
"special": true
|
1011 |
+
},
|
1012 |
+
"128126": {
|
1013 |
+
"content": "<|reserved_special_token_121|>",
|
1014 |
+
"lstrip": false,
|
1015 |
+
"normalized": false,
|
1016 |
+
"rstrip": false,
|
1017 |
+
"single_word": false,
|
1018 |
+
"special": true
|
1019 |
+
},
|
1020 |
+
"128127": {
|
1021 |
+
"content": "<|reserved_special_token_122|>",
|
1022 |
+
"lstrip": false,
|
1023 |
+
"normalized": false,
|
1024 |
+
"rstrip": false,
|
1025 |
+
"single_word": false,
|
1026 |
+
"special": true
|
1027 |
+
},
|
1028 |
+
"128128": {
|
1029 |
+
"content": "<|reserved_special_token_123|>",
|
1030 |
+
"lstrip": false,
|
1031 |
+
"normalized": false,
|
1032 |
+
"rstrip": false,
|
1033 |
+
"single_word": false,
|
1034 |
+
"special": true
|
1035 |
+
},
|
1036 |
+
"128129": {
|
1037 |
+
"content": "<|reserved_special_token_124|>",
|
1038 |
+
"lstrip": false,
|
1039 |
+
"normalized": false,
|
1040 |
+
"rstrip": false,
|
1041 |
+
"single_word": false,
|
1042 |
+
"special": true
|
1043 |
+
},
|
1044 |
+
"128130": {
|
1045 |
+
"content": "<|reserved_special_token_125|>",
|
1046 |
+
"lstrip": false,
|
1047 |
+
"normalized": false,
|
1048 |
+
"rstrip": false,
|
1049 |
+
"single_word": false,
|
1050 |
+
"special": true
|
1051 |
+
},
|
1052 |
+
"128131": {
|
1053 |
+
"content": "<|reserved_special_token_126|>",
|
1054 |
+
"lstrip": false,
|
1055 |
+
"normalized": false,
|
1056 |
+
"rstrip": false,
|
1057 |
+
"single_word": false,
|
1058 |
+
"special": true
|
1059 |
+
},
|
1060 |
+
"128132": {
|
1061 |
+
"content": "<|reserved_special_token_127|>",
|
1062 |
+
"lstrip": false,
|
1063 |
+
"normalized": false,
|
1064 |
+
"rstrip": false,
|
1065 |
+
"single_word": false,
|
1066 |
+
"special": true
|
1067 |
+
},
|
1068 |
+
"128133": {
|
1069 |
+
"content": "<|reserved_special_token_128|>",
|
1070 |
+
"lstrip": false,
|
1071 |
+
"normalized": false,
|
1072 |
+
"rstrip": false,
|
1073 |
+
"single_word": false,
|
1074 |
+
"special": true
|
1075 |
+
},
|
1076 |
+
"128134": {
|
1077 |
+
"content": "<|reserved_special_token_129|>",
|
1078 |
+
"lstrip": false,
|
1079 |
+
"normalized": false,
|
1080 |
+
"rstrip": false,
|
1081 |
+
"single_word": false,
|
1082 |
+
"special": true
|
1083 |
+
},
|
1084 |
+
"128135": {
|
1085 |
+
"content": "<|reserved_special_token_130|>",
|
1086 |
+
"lstrip": false,
|
1087 |
+
"normalized": false,
|
1088 |
+
"rstrip": false,
|
1089 |
+
"single_word": false,
|
1090 |
+
"special": true
|
1091 |
+
},
|
1092 |
+
"128136": {
|
1093 |
+
"content": "<|reserved_special_token_131|>",
|
1094 |
+
"lstrip": false,
|
1095 |
+
"normalized": false,
|
1096 |
+
"rstrip": false,
|
1097 |
+
"single_word": false,
|
1098 |
+
"special": true
|
1099 |
+
},
|
1100 |
+
"128137": {
|
1101 |
+
"content": "<|reserved_special_token_132|>",
|
1102 |
+
"lstrip": false,
|
1103 |
+
"normalized": false,
|
1104 |
+
"rstrip": false,
|
1105 |
+
"single_word": false,
|
1106 |
+
"special": true
|
1107 |
+
},
|
1108 |
+
"128138": {
|
1109 |
+
"content": "<|reserved_special_token_133|>",
|
1110 |
+
"lstrip": false,
|
1111 |
+
"normalized": false,
|
1112 |
+
"rstrip": false,
|
1113 |
+
"single_word": false,
|
1114 |
+
"special": true
|
1115 |
+
},
|
1116 |
+
"128139": {
|
1117 |
+
"content": "<|reserved_special_token_134|>",
|
1118 |
+
"lstrip": false,
|
1119 |
+
"normalized": false,
|
1120 |
+
"rstrip": false,
|
1121 |
+
"single_word": false,
|
1122 |
+
"special": true
|
1123 |
+
},
|
1124 |
+
"128140": {
|
1125 |
+
"content": "<|reserved_special_token_135|>",
|
1126 |
+
"lstrip": false,
|
1127 |
+
"normalized": false,
|
1128 |
+
"rstrip": false,
|
1129 |
+
"single_word": false,
|
1130 |
+
"special": true
|
1131 |
+
},
|
1132 |
+
"128141": {
|
1133 |
+
"content": "<|reserved_special_token_136|>",
|
1134 |
+
"lstrip": false,
|
1135 |
+
"normalized": false,
|
1136 |
+
"rstrip": false,
|
1137 |
+
"single_word": false,
|
1138 |
+
"special": true
|
1139 |
+
},
|
1140 |
+
"128142": {
|
1141 |
+
"content": "<|reserved_special_token_137|>",
|
1142 |
+
"lstrip": false,
|
1143 |
+
"normalized": false,
|
1144 |
+
"rstrip": false,
|
1145 |
+
"single_word": false,
|
1146 |
+
"special": true
|
1147 |
+
},
|
1148 |
+
"128143": {
|
1149 |
+
"content": "<|reserved_special_token_138|>",
|
1150 |
+
"lstrip": false,
|
1151 |
+
"normalized": false,
|
1152 |
+
"rstrip": false,
|
1153 |
+
"single_word": false,
|
1154 |
+
"special": true
|
1155 |
+
},
|
1156 |
+
"128144": {
|
1157 |
+
"content": "<|reserved_special_token_139|>",
|
1158 |
+
"lstrip": false,
|
1159 |
+
"normalized": false,
|
1160 |
+
"rstrip": false,
|
1161 |
+
"single_word": false,
|
1162 |
+
"special": true
|
1163 |
+
},
|
1164 |
+
"128145": {
|
1165 |
+
"content": "<|reserved_special_token_140|>",
|
1166 |
+
"lstrip": false,
|
1167 |
+
"normalized": false,
|
1168 |
+
"rstrip": false,
|
1169 |
+
"single_word": false,
|
1170 |
+
"special": true
|
1171 |
+
},
|
1172 |
+
"128146": {
|
1173 |
+
"content": "<|reserved_special_token_141|>",
|
1174 |
+
"lstrip": false,
|
1175 |
+
"normalized": false,
|
1176 |
+
"rstrip": false,
|
1177 |
+
"single_word": false,
|
1178 |
+
"special": true
|
1179 |
+
},
|
1180 |
+
"128147": {
|
1181 |
+
"content": "<|reserved_special_token_142|>",
|
1182 |
+
"lstrip": false,
|
1183 |
+
"normalized": false,
|
1184 |
+
"rstrip": false,
|
1185 |
+
"single_word": false,
|
1186 |
+
"special": true
|
1187 |
+
},
|
1188 |
+
"128148": {
|
1189 |
+
"content": "<|reserved_special_token_143|>",
|
1190 |
+
"lstrip": false,
|
1191 |
+
"normalized": false,
|
1192 |
+
"rstrip": false,
|
1193 |
+
"single_word": false,
|
1194 |
+
"special": true
|
1195 |
+
},
|
1196 |
+
"128149": {
|
1197 |
+
"content": "<|reserved_special_token_144|>",
|
1198 |
+
"lstrip": false,
|
1199 |
+
"normalized": false,
|
1200 |
+
"rstrip": false,
|
1201 |
+
"single_word": false,
|
1202 |
+
"special": true
|
1203 |
+
},
|
1204 |
+
"128150": {
|
1205 |
+
"content": "<|reserved_special_token_145|>",
|
1206 |
+
"lstrip": false,
|
1207 |
+
"normalized": false,
|
1208 |
+
"rstrip": false,
|
1209 |
+
"single_word": false,
|
1210 |
+
"special": true
|
1211 |
+
},
|
1212 |
+
"128151": {
|
1213 |
+
"content": "<|reserved_special_token_146|>",
|
1214 |
+
"lstrip": false,
|
1215 |
+
"normalized": false,
|
1216 |
+
"rstrip": false,
|
1217 |
+
"single_word": false,
|
1218 |
+
"special": true
|
1219 |
+
},
|
1220 |
+
"128152": {
|
1221 |
+
"content": "<|reserved_special_token_147|>",
|
1222 |
+
"lstrip": false,
|
1223 |
+
"normalized": false,
|
1224 |
+
"rstrip": false,
|
1225 |
+
"single_word": false,
|
1226 |
+
"special": true
|
1227 |
+
},
|
1228 |
+
"128153": {
|
1229 |
+
"content": "<|reserved_special_token_148|>",
|
1230 |
+
"lstrip": false,
|
1231 |
+
"normalized": false,
|
1232 |
+
"rstrip": false,
|
1233 |
+
"single_word": false,
|
1234 |
+
"special": true
|
1235 |
+
},
|
1236 |
+
"128154": {
|
1237 |
+
"content": "<|reserved_special_token_149|>",
|
1238 |
+
"lstrip": false,
|
1239 |
+
"normalized": false,
|
1240 |
+
"rstrip": false,
|
1241 |
+
"single_word": false,
|
1242 |
+
"special": true
|
1243 |
+
},
|
1244 |
+
"128155": {
|
1245 |
+
"content": "<|reserved_special_token_150|>",
|
1246 |
+
"lstrip": false,
|
1247 |
+
"normalized": false,
|
1248 |
+
"rstrip": false,
|
1249 |
+
"single_word": false,
|
1250 |
+
"special": true
|
1251 |
+
},
|
1252 |
+
"128156": {
|
1253 |
+
"content": "<|reserved_special_token_151|>",
|
1254 |
+
"lstrip": false,
|
1255 |
+
"normalized": false,
|
1256 |
+
"rstrip": false,
|
1257 |
+
"single_word": false,
|
1258 |
+
"special": true
|
1259 |
+
},
|
1260 |
+
"128157": {
|
1261 |
+
"content": "<|reserved_special_token_152|>",
|
1262 |
+
"lstrip": false,
|
1263 |
+
"normalized": false,
|
1264 |
+
"rstrip": false,
|
1265 |
+
"single_word": false,
|
1266 |
+
"special": true
|
1267 |
+
},
|
1268 |
+
"128158": {
|
1269 |
+
"content": "<|reserved_special_token_153|>",
|
1270 |
+
"lstrip": false,
|
1271 |
+
"normalized": false,
|
1272 |
+
"rstrip": false,
|
1273 |
+
"single_word": false,
|
1274 |
+
"special": true
|
1275 |
+
},
|
1276 |
+
"128159": {
|
1277 |
+
"content": "<|reserved_special_token_154|>",
|
1278 |
+
"lstrip": false,
|
1279 |
+
"normalized": false,
|
1280 |
+
"rstrip": false,
|
1281 |
+
"single_word": false,
|
1282 |
+
"special": true
|
1283 |
+
},
|
1284 |
+
"128160": {
|
1285 |
+
"content": "<|reserved_special_token_155|>",
|
1286 |
+
"lstrip": false,
|
1287 |
+
"normalized": false,
|
1288 |
+
"rstrip": false,
|
1289 |
+
"single_word": false,
|
1290 |
+
"special": true
|
1291 |
+
},
|
1292 |
+
"128161": {
|
1293 |
+
"content": "<|reserved_special_token_156|>",
|
1294 |
+
"lstrip": false,
|
1295 |
+
"normalized": false,
|
1296 |
+
"rstrip": false,
|
1297 |
+
"single_word": false,
|
1298 |
+
"special": true
|
1299 |
+
},
|
1300 |
+
"128162": {
|
1301 |
+
"content": "<|reserved_special_token_157|>",
|
1302 |
+
"lstrip": false,
|
1303 |
+
"normalized": false,
|
1304 |
+
"rstrip": false,
|
1305 |
+
"single_word": false,
|
1306 |
+
"special": true
|
1307 |
+
},
|
1308 |
+
"128163": {
|
1309 |
+
"content": "<|reserved_special_token_158|>",
|
1310 |
+
"lstrip": false,
|
1311 |
+
"normalized": false,
|
1312 |
+
"rstrip": false,
|
1313 |
+
"single_word": false,
|
1314 |
+
"special": true
|
1315 |
+
},
|
1316 |
+
"128164": {
|
1317 |
+
"content": "<|reserved_special_token_159|>",
|
1318 |
+
"lstrip": false,
|
1319 |
+
"normalized": false,
|
1320 |
+
"rstrip": false,
|
1321 |
+
"single_word": false,
|
1322 |
+
"special": true
|
1323 |
+
},
|
1324 |
+
"128165": {
|
1325 |
+
"content": "<|reserved_special_token_160|>",
|
1326 |
+
"lstrip": false,
|
1327 |
+
"normalized": false,
|
1328 |
+
"rstrip": false,
|
1329 |
+
"single_word": false,
|
1330 |
+
"special": true
|
1331 |
+
},
|
1332 |
+
"128166": {
|
1333 |
+
"content": "<|reserved_special_token_161|>",
|
1334 |
+
"lstrip": false,
|
1335 |
+
"normalized": false,
|
1336 |
+
"rstrip": false,
|
1337 |
+
"single_word": false,
|
1338 |
+
"special": true
|
1339 |
+
},
|
1340 |
+
"128167": {
|
1341 |
+
"content": "<|reserved_special_token_162|>",
|
1342 |
+
"lstrip": false,
|
1343 |
+
"normalized": false,
|
1344 |
+
"rstrip": false,
|
1345 |
+
"single_word": false,
|
1346 |
+
"special": true
|
1347 |
+
},
|
1348 |
+
"128168": {
|
1349 |
+
"content": "<|reserved_special_token_163|>",
|
1350 |
+
"lstrip": false,
|
1351 |
+
"normalized": false,
|
1352 |
+
"rstrip": false,
|
1353 |
+
"single_word": false,
|
1354 |
+
"special": true
|
1355 |
+
},
|
1356 |
+
"128169": {
|
1357 |
+
"content": "<|reserved_special_token_164|>",
|
1358 |
+
"lstrip": false,
|
1359 |
+
"normalized": false,
|
1360 |
+
"rstrip": false,
|
1361 |
+
"single_word": false,
|
1362 |
+
"special": true
|
1363 |
+
},
|
1364 |
+
"128170": {
|
1365 |
+
"content": "<|reserved_special_token_165|>",
|
1366 |
+
"lstrip": false,
|
1367 |
+
"normalized": false,
|
1368 |
+
"rstrip": false,
|
1369 |
+
"single_word": false,
|
1370 |
+
"special": true
|
1371 |
+
},
|
1372 |
+
"128171": {
|
1373 |
+
"content": "<|reserved_special_token_166|>",
|
1374 |
+
"lstrip": false,
|
1375 |
+
"normalized": false,
|
1376 |
+
"rstrip": false,
|
1377 |
+
"single_word": false,
|
1378 |
+
"special": true
|
1379 |
+
},
|
1380 |
+
"128172": {
|
1381 |
+
"content": "<|reserved_special_token_167|>",
|
1382 |
+
"lstrip": false,
|
1383 |
+
"normalized": false,
|
1384 |
+
"rstrip": false,
|
1385 |
+
"single_word": false,
|
1386 |
+
"special": true
|
1387 |
+
},
|
1388 |
+
"128173": {
|
1389 |
+
"content": "<|reserved_special_token_168|>",
|
1390 |
+
"lstrip": false,
|
1391 |
+
"normalized": false,
|
1392 |
+
"rstrip": false,
|
1393 |
+
"single_word": false,
|
1394 |
+
"special": true
|
1395 |
+
},
|
1396 |
+
"128174": {
|
1397 |
+
"content": "<|reserved_special_token_169|>",
|
1398 |
+
"lstrip": false,
|
1399 |
+
"normalized": false,
|
1400 |
+
"rstrip": false,
|
1401 |
+
"single_word": false,
|
1402 |
+
"special": true
|
1403 |
+
},
|
1404 |
+
"128175": {
|
1405 |
+
"content": "<|reserved_special_token_170|>",
|
1406 |
+
"lstrip": false,
|
1407 |
+
"normalized": false,
|
1408 |
+
"rstrip": false,
|
1409 |
+
"single_word": false,
|
1410 |
+
"special": true
|
1411 |
+
},
|
1412 |
+
"128176": {
|
1413 |
+
"content": "<|reserved_special_token_171|>",
|
1414 |
+
"lstrip": false,
|
1415 |
+
"normalized": false,
|
1416 |
+
"rstrip": false,
|
1417 |
+
"single_word": false,
|
1418 |
+
"special": true
|
1419 |
+
},
|
1420 |
+
"128177": {
|
1421 |
+
"content": "<|reserved_special_token_172|>",
|
1422 |
+
"lstrip": false,
|
1423 |
+
"normalized": false,
|
1424 |
+
"rstrip": false,
|
1425 |
+
"single_word": false,
|
1426 |
+
"special": true
|
1427 |
+
},
|
1428 |
+
"128178": {
|
1429 |
+
"content": "<|reserved_special_token_173|>",
|
1430 |
+
"lstrip": false,
|
1431 |
+
"normalized": false,
|
1432 |
+
"rstrip": false,
|
1433 |
+
"single_word": false,
|
1434 |
+
"special": true
|
1435 |
+
},
|
1436 |
+
"128179": {
|
1437 |
+
"content": "<|reserved_special_token_174|>",
|
1438 |
+
"lstrip": false,
|
1439 |
+
"normalized": false,
|
1440 |
+
"rstrip": false,
|
1441 |
+
"single_word": false,
|
1442 |
+
"special": true
|
1443 |
+
},
|
1444 |
+
"128180": {
|
1445 |
+
"content": "<|reserved_special_token_175|>",
|
1446 |
+
"lstrip": false,
|
1447 |
+
"normalized": false,
|
1448 |
+
"rstrip": false,
|
1449 |
+
"single_word": false,
|
1450 |
+
"special": true
|
1451 |
+
},
|
1452 |
+
"128181": {
|
1453 |
+
"content": "<|reserved_special_token_176|>",
|
1454 |
+
"lstrip": false,
|
1455 |
+
"normalized": false,
|
1456 |
+
"rstrip": false,
|
1457 |
+
"single_word": false,
|
1458 |
+
"special": true
|
1459 |
+
},
|
1460 |
+
"128182": {
|
1461 |
+
"content": "<|reserved_special_token_177|>",
|
1462 |
+
"lstrip": false,
|
1463 |
+
"normalized": false,
|
1464 |
+
"rstrip": false,
|
1465 |
+
"single_word": false,
|
1466 |
+
"special": true
|
1467 |
+
},
|
1468 |
+
"128183": {
|
1469 |
+
"content": "<|reserved_special_token_178|>",
|
1470 |
+
"lstrip": false,
|
1471 |
+
"normalized": false,
|
1472 |
+
"rstrip": false,
|
1473 |
+
"single_word": false,
|
1474 |
+
"special": true
|
1475 |
+
},
|
1476 |
+
"128184": {
|
1477 |
+
"content": "<|reserved_special_token_179|>",
|
1478 |
+
"lstrip": false,
|
1479 |
+
"normalized": false,
|
1480 |
+
"rstrip": false,
|
1481 |
+
"single_word": false,
|
1482 |
+
"special": true
|
1483 |
+
},
|
1484 |
+
"128185": {
|
1485 |
+
"content": "<|reserved_special_token_180|>",
|
1486 |
+
"lstrip": false,
|
1487 |
+
"normalized": false,
|
1488 |
+
"rstrip": false,
|
1489 |
+
"single_word": false,
|
1490 |
+
"special": true
|
1491 |
+
},
|
1492 |
+
"128186": {
|
1493 |
+
"content": "<|reserved_special_token_181|>",
|
1494 |
+
"lstrip": false,
|
1495 |
+
"normalized": false,
|
1496 |
+
"rstrip": false,
|
1497 |
+
"single_word": false,
|
1498 |
+
"special": true
|
1499 |
+
},
|
1500 |
+
"128187": {
|
1501 |
+
"content": "<|reserved_special_token_182|>",
|
1502 |
+
"lstrip": false,
|
1503 |
+
"normalized": false,
|
1504 |
+
"rstrip": false,
|
1505 |
+
"single_word": false,
|
1506 |
+
"special": true
|
1507 |
+
},
|
1508 |
+
"128188": {
|
1509 |
+
"content": "<|reserved_special_token_183|>",
|
1510 |
+
"lstrip": false,
|
1511 |
+
"normalized": false,
|
1512 |
+
"rstrip": false,
|
1513 |
+
"single_word": false,
|
1514 |
+
"special": true
|
1515 |
+
},
|
1516 |
+
"128189": {
|
1517 |
+
"content": "<|reserved_special_token_184|>",
|
1518 |
+
"lstrip": false,
|
1519 |
+
"normalized": false,
|
1520 |
+
"rstrip": false,
|
1521 |
+
"single_word": false,
|
1522 |
+
"special": true
|
1523 |
+
},
|
1524 |
+
"128190": {
|
1525 |
+
"content": "<|reserved_special_token_185|>",
|
1526 |
+
"lstrip": false,
|
1527 |
+
"normalized": false,
|
1528 |
+
"rstrip": false,
|
1529 |
+
"single_word": false,
|
1530 |
+
"special": true
|
1531 |
+
},
|
1532 |
+
"128191": {
|
1533 |
+
"content": "<|reserved_special_token_186|>",
|
1534 |
+
"lstrip": false,
|
1535 |
+
"normalized": false,
|
1536 |
+
"rstrip": false,
|
1537 |
+
"single_word": false,
|
1538 |
+
"special": true
|
1539 |
+
},
|
1540 |
+
"128192": {
|
1541 |
+
"content": "<|reserved_special_token_187|>",
|
1542 |
+
"lstrip": false,
|
1543 |
+
"normalized": false,
|
1544 |
+
"rstrip": false,
|
1545 |
+
"single_word": false,
|
1546 |
+
"special": true
|
1547 |
+
},
|
1548 |
+
"128193": {
|
1549 |
+
"content": "<|reserved_special_token_188|>",
|
1550 |
+
"lstrip": false,
|
1551 |
+
"normalized": false,
|
1552 |
+
"rstrip": false,
|
1553 |
+
"single_word": false,
|
1554 |
+
"special": true
|
1555 |
+
},
|
1556 |
+
"128194": {
|
1557 |
+
"content": "<|reserved_special_token_189|>",
|
1558 |
+
"lstrip": false,
|
1559 |
+
"normalized": false,
|
1560 |
+
"rstrip": false,
|
1561 |
+
"single_word": false,
|
1562 |
+
"special": true
|
1563 |
+
},
|
1564 |
+
"128195": {
|
1565 |
+
"content": "<|reserved_special_token_190|>",
|
1566 |
+
"lstrip": false,
|
1567 |
+
"normalized": false,
|
1568 |
+
"rstrip": false,
|
1569 |
+
"single_word": false,
|
1570 |
+
"special": true
|
1571 |
+
},
|
1572 |
+
"128196": {
|
1573 |
+
"content": "<|reserved_special_token_191|>",
|
1574 |
+
"lstrip": false,
|
1575 |
+
"normalized": false,
|
1576 |
+
"rstrip": false,
|
1577 |
+
"single_word": false,
|
1578 |
+
"special": true
|
1579 |
+
},
|
1580 |
+
"128197": {
|
1581 |
+
"content": "<|reserved_special_token_192|>",
|
1582 |
+
"lstrip": false,
|
1583 |
+
"normalized": false,
|
1584 |
+
"rstrip": false,
|
1585 |
+
"single_word": false,
|
1586 |
+
"special": true
|
1587 |
+
},
|
1588 |
+
"128198": {
|
1589 |
+
"content": "<|reserved_special_token_193|>",
|
1590 |
+
"lstrip": false,
|
1591 |
+
"normalized": false,
|
1592 |
+
"rstrip": false,
|
1593 |
+
"single_word": false,
|
1594 |
+
"special": true
|
1595 |
+
},
|
1596 |
+
"128199": {
|
1597 |
+
"content": "<|reserved_special_token_194|>",
|
1598 |
+
"lstrip": false,
|
1599 |
+
"normalized": false,
|
1600 |
+
"rstrip": false,
|
1601 |
+
"single_word": false,
|
1602 |
+
"special": true
|
1603 |
+
},
|
1604 |
+
"128200": {
|
1605 |
+
"content": "<|reserved_special_token_195|>",
|
1606 |
+
"lstrip": false,
|
1607 |
+
"normalized": false,
|
1608 |
+
"rstrip": false,
|
1609 |
+
"single_word": false,
|
1610 |
+
"special": true
|
1611 |
+
},
|
1612 |
+
"128201": {
|
1613 |
+
"content": "<|reserved_special_token_196|>",
|
1614 |
+
"lstrip": false,
|
1615 |
+
"normalized": false,
|
1616 |
+
"rstrip": false,
|
1617 |
+
"single_word": false,
|
1618 |
+
"special": true
|
1619 |
+
},
|
1620 |
+
"128202": {
|
1621 |
+
"content": "<|reserved_special_token_197|>",
|
1622 |
+
"lstrip": false,
|
1623 |
+
"normalized": false,
|
1624 |
+
"rstrip": false,
|
1625 |
+
"single_word": false,
|
1626 |
+
"special": true
|
1627 |
+
},
|
1628 |
+
"128203": {
|
1629 |
+
"content": "<|reserved_special_token_198|>",
|
1630 |
+
"lstrip": false,
|
1631 |
+
"normalized": false,
|
1632 |
+
"rstrip": false,
|
1633 |
+
"single_word": false,
|
1634 |
+
"special": true
|
1635 |
+
},
|
1636 |
+
"128204": {
|
1637 |
+
"content": "<|reserved_special_token_199|>",
|
1638 |
+
"lstrip": false,
|
1639 |
+
"normalized": false,
|
1640 |
+
"rstrip": false,
|
1641 |
+
"single_word": false,
|
1642 |
+
"special": true
|
1643 |
+
},
|
1644 |
+
"128205": {
|
1645 |
+
"content": "<|reserved_special_token_200|>",
|
1646 |
+
"lstrip": false,
|
1647 |
+
"normalized": false,
|
1648 |
+
"rstrip": false,
|
1649 |
+
"single_word": false,
|
1650 |
+
"special": true
|
1651 |
+
},
|
1652 |
+
"128206": {
|
1653 |
+
"content": "<|reserved_special_token_201|>",
|
1654 |
+
"lstrip": false,
|
1655 |
+
"normalized": false,
|
1656 |
+
"rstrip": false,
|
1657 |
+
"single_word": false,
|
1658 |
+
"special": true
|
1659 |
+
},
|
1660 |
+
"128207": {
|
1661 |
+
"content": "<|reserved_special_token_202|>",
|
1662 |
+
"lstrip": false,
|
1663 |
+
"normalized": false,
|
1664 |
+
"rstrip": false,
|
1665 |
+
"single_word": false,
|
1666 |
+
"special": true
|
1667 |
+
},
|
1668 |
+
"128208": {
|
1669 |
+
"content": "<|reserved_special_token_203|>",
|
1670 |
+
"lstrip": false,
|
1671 |
+
"normalized": false,
|
1672 |
+
"rstrip": false,
|
1673 |
+
"single_word": false,
|
1674 |
+
"special": true
|
1675 |
+
},
|
1676 |
+
"128209": {
|
1677 |
+
"content": "<|reserved_special_token_204|>",
|
1678 |
+
"lstrip": false,
|
1679 |
+
"normalized": false,
|
1680 |
+
"rstrip": false,
|
1681 |
+
"single_word": false,
|
1682 |
+
"special": true
|
1683 |
+
},
|
1684 |
+
"128210": {
|
1685 |
+
"content": "<|reserved_special_token_205|>",
|
1686 |
+
"lstrip": false,
|
1687 |
+
"normalized": false,
|
1688 |
+
"rstrip": false,
|
1689 |
+
"single_word": false,
|
1690 |
+
"special": true
|
1691 |
+
},
|
1692 |
+
"128211": {
|
1693 |
+
"content": "<|reserved_special_token_206|>",
|
1694 |
+
"lstrip": false,
|
1695 |
+
"normalized": false,
|
1696 |
+
"rstrip": false,
|
1697 |
+
"single_word": false,
|
1698 |
+
"special": true
|
1699 |
+
},
|
1700 |
+
"128212": {
|
1701 |
+
"content": "<|reserved_special_token_207|>",
|
1702 |
+
"lstrip": false,
|
1703 |
+
"normalized": false,
|
1704 |
+
"rstrip": false,
|
1705 |
+
"single_word": false,
|
1706 |
+
"special": true
|
1707 |
+
},
|
1708 |
+
"128213": {
|
1709 |
+
"content": "<|reserved_special_token_208|>",
|
1710 |
+
"lstrip": false,
|
1711 |
+
"normalized": false,
|
1712 |
+
"rstrip": false,
|
1713 |
+
"single_word": false,
|
1714 |
+
"special": true
|
1715 |
+
},
|
1716 |
+
"128214": {
|
1717 |
+
"content": "<|reserved_special_token_209|>",
|
1718 |
+
"lstrip": false,
|
1719 |
+
"normalized": false,
|
1720 |
+
"rstrip": false,
|
1721 |
+
"single_word": false,
|
1722 |
+
"special": true
|
1723 |
+
},
|
1724 |
+
"128215": {
|
1725 |
+
"content": "<|reserved_special_token_210|>",
|
1726 |
+
"lstrip": false,
|
1727 |
+
"normalized": false,
|
1728 |
+
"rstrip": false,
|
1729 |
+
"single_word": false,
|
1730 |
+
"special": true
|
1731 |
+
},
|
1732 |
+
"128216": {
|
1733 |
+
"content": "<|reserved_special_token_211|>",
|
1734 |
+
"lstrip": false,
|
1735 |
+
"normalized": false,
|
1736 |
+
"rstrip": false,
|
1737 |
+
"single_word": false,
|
1738 |
+
"special": true
|
1739 |
+
},
|
1740 |
+
"128217": {
|
1741 |
+
"content": "<|reserved_special_token_212|>",
|
1742 |
+
"lstrip": false,
|
1743 |
+
"normalized": false,
|
1744 |
+
"rstrip": false,
|
1745 |
+
"single_word": false,
|
1746 |
+
"special": true
|
1747 |
+
},
|
1748 |
+
"128218": {
|
1749 |
+
"content": "<|reserved_special_token_213|>",
|
1750 |
+
"lstrip": false,
|
1751 |
+
"normalized": false,
|
1752 |
+
"rstrip": false,
|
1753 |
+
"single_word": false,
|
1754 |
+
"special": true
|
1755 |
+
},
|
1756 |
+
"128219": {
|
1757 |
+
"content": "<|reserved_special_token_214|>",
|
1758 |
+
"lstrip": false,
|
1759 |
+
"normalized": false,
|
1760 |
+
"rstrip": false,
|
1761 |
+
"single_word": false,
|
1762 |
+
"special": true
|
1763 |
+
},
|
1764 |
+
"128220": {
|
1765 |
+
"content": "<|reserved_special_token_215|>",
|
1766 |
+
"lstrip": false,
|
1767 |
+
"normalized": false,
|
1768 |
+
"rstrip": false,
|
1769 |
+
"single_word": false,
|
1770 |
+
"special": true
|
1771 |
+
},
|
1772 |
+
"128221": {
|
1773 |
+
"content": "<|reserved_special_token_216|>",
|
1774 |
+
"lstrip": false,
|
1775 |
+
"normalized": false,
|
1776 |
+
"rstrip": false,
|
1777 |
+
"single_word": false,
|
1778 |
+
"special": true
|
1779 |
+
},
|
1780 |
+
"128222": {
|
1781 |
+
"content": "<|reserved_special_token_217|>",
|
1782 |
+
"lstrip": false,
|
1783 |
+
"normalized": false,
|
1784 |
+
"rstrip": false,
|
1785 |
+
"single_word": false,
|
1786 |
+
"special": true
|
1787 |
+
},
|
1788 |
+
"128223": {
|
1789 |
+
"content": "<|reserved_special_token_218|>",
|
1790 |
+
"lstrip": false,
|
1791 |
+
"normalized": false,
|
1792 |
+
"rstrip": false,
|
1793 |
+
"single_word": false,
|
1794 |
+
"special": true
|
1795 |
+
},
|
1796 |
+
"128224": {
|
1797 |
+
"content": "<|reserved_special_token_219|>",
|
1798 |
+
"lstrip": false,
|
1799 |
+
"normalized": false,
|
1800 |
+
"rstrip": false,
|
1801 |
+
"single_word": false,
|
1802 |
+
"special": true
|
1803 |
+
},
|
1804 |
+
"128225": {
|
1805 |
+
"content": "<|reserved_special_token_220|>",
|
1806 |
+
"lstrip": false,
|
1807 |
+
"normalized": false,
|
1808 |
+
"rstrip": false,
|
1809 |
+
"single_word": false,
|
1810 |
+
"special": true
|
1811 |
+
},
|
1812 |
+
"128226": {
|
1813 |
+
"content": "<|reserved_special_token_221|>",
|
1814 |
+
"lstrip": false,
|
1815 |
+
"normalized": false,
|
1816 |
+
"rstrip": false,
|
1817 |
+
"single_word": false,
|
1818 |
+
"special": true
|
1819 |
+
},
|
1820 |
+
"128227": {
|
1821 |
+
"content": "<|reserved_special_token_222|>",
|
1822 |
+
"lstrip": false,
|
1823 |
+
"normalized": false,
|
1824 |
+
"rstrip": false,
|
1825 |
+
"single_word": false,
|
1826 |
+
"special": true
|
1827 |
+
},
|
1828 |
+
"128228": {
|
1829 |
+
"content": "<|reserved_special_token_223|>",
|
1830 |
+
"lstrip": false,
|
1831 |
+
"normalized": false,
|
1832 |
+
"rstrip": false,
|
1833 |
+
"single_word": false,
|
1834 |
+
"special": true
|
1835 |
+
},
|
1836 |
+
"128229": {
|
1837 |
+
"content": "<|reserved_special_token_224|>",
|
1838 |
+
"lstrip": false,
|
1839 |
+
"normalized": false,
|
1840 |
+
"rstrip": false,
|
1841 |
+
"single_word": false,
|
1842 |
+
"special": true
|
1843 |
+
},
|
1844 |
+
"128230": {
|
1845 |
+
"content": "<|reserved_special_token_225|>",
|
1846 |
+
"lstrip": false,
|
1847 |
+
"normalized": false,
|
1848 |
+
"rstrip": false,
|
1849 |
+
"single_word": false,
|
1850 |
+
"special": true
|
1851 |
+
},
|
1852 |
+
"128231": {
|
1853 |
+
"content": "<|reserved_special_token_226|>",
|
1854 |
+
"lstrip": false,
|
1855 |
+
"normalized": false,
|
1856 |
+
"rstrip": false,
|
1857 |
+
"single_word": false,
|
1858 |
+
"special": true
|
1859 |
+
},
|
1860 |
+
"128232": {
|
1861 |
+
"content": "<|reserved_special_token_227|>",
|
1862 |
+
"lstrip": false,
|
1863 |
+
"normalized": false,
|
1864 |
+
"rstrip": false,
|
1865 |
+
"single_word": false,
|
1866 |
+
"special": true
|
1867 |
+
},
|
1868 |
+
"128233": {
|
1869 |
+
"content": "<|reserved_special_token_228|>",
|
1870 |
+
"lstrip": false,
|
1871 |
+
"normalized": false,
|
1872 |
+
"rstrip": false,
|
1873 |
+
"single_word": false,
|
1874 |
+
"special": true
|
1875 |
+
},
|
1876 |
+
"128234": {
|
1877 |
+
"content": "<|reserved_special_token_229|>",
|
1878 |
+
"lstrip": false,
|
1879 |
+
"normalized": false,
|
1880 |
+
"rstrip": false,
|
1881 |
+
"single_word": false,
|
1882 |
+
"special": true
|
1883 |
+
},
|
1884 |
+
"128235": {
|
1885 |
+
"content": "<|reserved_special_token_230|>",
|
1886 |
+
"lstrip": false,
|
1887 |
+
"normalized": false,
|
1888 |
+
"rstrip": false,
|
1889 |
+
"single_word": false,
|
1890 |
+
"special": true
|
1891 |
+
},
|
1892 |
+
"128236": {
|
1893 |
+
"content": "<|reserved_special_token_231|>",
|
1894 |
+
"lstrip": false,
|
1895 |
+
"normalized": false,
|
1896 |
+
"rstrip": false,
|
1897 |
+
"single_word": false,
|
1898 |
+
"special": true
|
1899 |
+
},
|
1900 |
+
"128237": {
|
1901 |
+
"content": "<|reserved_special_token_232|>",
|
1902 |
+
"lstrip": false,
|
1903 |
+
"normalized": false,
|
1904 |
+
"rstrip": false,
|
1905 |
+
"single_word": false,
|
1906 |
+
"special": true
|
1907 |
+
},
|
1908 |
+
"128238": {
|
1909 |
+
"content": "<|reserved_special_token_233|>",
|
1910 |
+
"lstrip": false,
|
1911 |
+
"normalized": false,
|
1912 |
+
"rstrip": false,
|
1913 |
+
"single_word": false,
|
1914 |
+
"special": true
|
1915 |
+
},
|
1916 |
+
"128239": {
|
1917 |
+
"content": "<|reserved_special_token_234|>",
|
1918 |
+
"lstrip": false,
|
1919 |
+
"normalized": false,
|
1920 |
+
"rstrip": false,
|
1921 |
+
"single_word": false,
|
1922 |
+
"special": true
|
1923 |
+
},
|
1924 |
+
"128240": {
|
1925 |
+
"content": "<|reserved_special_token_235|>",
|
1926 |
+
"lstrip": false,
|
1927 |
+
"normalized": false,
|
1928 |
+
"rstrip": false,
|
1929 |
+
"single_word": false,
|
1930 |
+
"special": true
|
1931 |
+
},
|
1932 |
+
"128241": {
|
1933 |
+
"content": "<|reserved_special_token_236|>",
|
1934 |
+
"lstrip": false,
|
1935 |
+
"normalized": false,
|
1936 |
+
"rstrip": false,
|
1937 |
+
"single_word": false,
|
1938 |
+
"special": true
|
1939 |
+
},
|
1940 |
+
"128242": {
|
1941 |
+
"content": "<|reserved_special_token_237|>",
|
1942 |
+
"lstrip": false,
|
1943 |
+
"normalized": false,
|
1944 |
+
"rstrip": false,
|
1945 |
+
"single_word": false,
|
1946 |
+
"special": true
|
1947 |
+
},
|
1948 |
+
"128243": {
|
1949 |
+
"content": "<|reserved_special_token_238|>",
|
1950 |
+
"lstrip": false,
|
1951 |
+
"normalized": false,
|
1952 |
+
"rstrip": false,
|
1953 |
+
"single_word": false,
|
1954 |
+
"special": true
|
1955 |
+
},
|
1956 |
+
"128244": {
|
1957 |
+
"content": "<|reserved_special_token_239|>",
|
1958 |
+
"lstrip": false,
|
1959 |
+
"normalized": false,
|
1960 |
+
"rstrip": false,
|
1961 |
+
"single_word": false,
|
1962 |
+
"special": true
|
1963 |
+
},
|
1964 |
+
"128245": {
|
1965 |
+
"content": "<|reserved_special_token_240|>",
|
1966 |
+
"lstrip": false,
|
1967 |
+
"normalized": false,
|
1968 |
+
"rstrip": false,
|
1969 |
+
"single_word": false,
|
1970 |
+
"special": true
|
1971 |
+
},
|
1972 |
+
"128246": {
|
1973 |
+
"content": "<|reserved_special_token_241|>",
|
1974 |
+
"lstrip": false,
|
1975 |
+
"normalized": false,
|
1976 |
+
"rstrip": false,
|
1977 |
+
"single_word": false,
|
1978 |
+
"special": true
|
1979 |
+
},
|
1980 |
+
"128247": {
|
1981 |
+
"content": "<|reserved_special_token_242|>",
|
1982 |
+
"lstrip": false,
|
1983 |
+
"normalized": false,
|
1984 |
+
"rstrip": false,
|
1985 |
+
"single_word": false,
|
1986 |
+
"special": true
|
1987 |
+
},
|
1988 |
+
"128248": {
|
1989 |
+
"content": "<|reserved_special_token_243|>",
|
1990 |
+
"lstrip": false,
|
1991 |
+
"normalized": false,
|
1992 |
+
"rstrip": false,
|
1993 |
+
"single_word": false,
|
1994 |
+
"special": true
|
1995 |
+
},
|
1996 |
+
"128249": {
|
1997 |
+
"content": "<|reserved_special_token_244|>",
|
1998 |
+
"lstrip": false,
|
1999 |
+
"normalized": false,
|
2000 |
+
"rstrip": false,
|
2001 |
+
"single_word": false,
|
2002 |
+
"special": true
|
2003 |
+
},
|
2004 |
+
"128250": {
|
2005 |
+
"content": "<|reserved_special_token_245|>",
|
2006 |
+
"lstrip": false,
|
2007 |
+
"normalized": false,
|
2008 |
+
"rstrip": false,
|
2009 |
+
"single_word": false,
|
2010 |
+
"special": true
|
2011 |
+
},
|
2012 |
+
"128251": {
|
2013 |
+
"content": "<|reserved_special_token_246|>",
|
2014 |
+
"lstrip": false,
|
2015 |
+
"normalized": false,
|
2016 |
+
"rstrip": false,
|
2017 |
+
"single_word": false,
|
2018 |
+
"special": true
|
2019 |
+
},
|
2020 |
+
"128252": {
|
2021 |
+
"content": "<|reserved_special_token_247|>",
|
2022 |
+
"lstrip": false,
|
2023 |
+
"normalized": false,
|
2024 |
+
"rstrip": false,
|
2025 |
+
"single_word": false,
|
2026 |
+
"special": true
|
2027 |
+
},
|
2028 |
+
"128253": {
|
2029 |
+
"content": "<|reserved_special_token_248|>",
|
2030 |
+
"lstrip": false,
|
2031 |
+
"normalized": false,
|
2032 |
+
"rstrip": false,
|
2033 |
+
"single_word": false,
|
2034 |
+
"special": true
|
2035 |
+
},
|
2036 |
+
"128254": {
|
2037 |
+
"content": "<|reserved_special_token_249|>",
|
2038 |
+
"lstrip": false,
|
2039 |
+
"normalized": false,
|
2040 |
+
"rstrip": false,
|
2041 |
+
"single_word": false,
|
2042 |
+
"special": true
|
2043 |
+
},
|
2044 |
+
"128255": {
|
2045 |
+
"content": "<|reserved_special_token_250|>",
|
2046 |
+
"lstrip": false,
|
2047 |
+
"normalized": false,
|
2048 |
+
"rstrip": false,
|
2049 |
+
"single_word": false,
|
2050 |
+
"special": true
|
2051 |
+
}
|
2052 |
+
},
|
2053 |
+
"bos_token": "<|begin_of_text|>",
|
2054 |
+
"chat_template": "{% set system_message = 'You are a helpful assistant.' %}{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ '<|begin_of_text|>' + '<|start_header_id|>system<|end_header_id|>\n\n' + system_message + '<|eot_id|>' }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>\n\n' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}",
|
2055 |
+
"clean_up_tokenization_spaces": true,
|
2056 |
+
"eos_token": "<|eot_id|>",
|
2057 |
+
"model_input_names": [
|
2058 |
+
"input_ids",
|
2059 |
+
"attention_mask"
|
2060 |
+
],
|
2061 |
+
"model_max_length": 1000000000000000019884624838656,
|
2062 |
+
"pad_token": "<|eot_id|>",
|
2063 |
+
"padding_side": "right",
|
2064 |
+
"split_special_tokens": false,
|
2065 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
2066 |
+
}
|
checkpoint-950/trainer_state.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-950/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75a0c5a2fe2e4752a1ec0ed8b660d873ed61914b3e8b53d4bc5564632b8d71a1
|
3 |
+
size 6520
|
checkpoint-950/zero_to_fp32.py
ADDED
@@ -0,0 +1,604 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env python
|
2 |
+
|
3 |
+
# Copyright (c) Microsoft Corporation.
|
4 |
+
# SPDX-License-Identifier: Apache-2.0
|
5 |
+
|
6 |
+
# DeepSpeed Team
|
7 |
+
|
8 |
+
# This script extracts fp32 consolidated weights from a zero 1, 2 and 3 DeepSpeed checkpoints. It gets
|
9 |
+
# copied into the top level checkpoint dir, so the user can easily do the conversion at any point in
|
10 |
+
# the future. Once extracted, the weights don't require DeepSpeed and can be used in any
|
11 |
+
# application.
|
12 |
+
#
|
13 |
+
# example: python zero_to_fp32.py . pytorch_model.bin
|
14 |
+
|
15 |
+
import argparse
|
16 |
+
import torch
|
17 |
+
import glob
|
18 |
+
import math
|
19 |
+
import os
|
20 |
+
import re
|
21 |
+
from collections import OrderedDict
|
22 |
+
from dataclasses import dataclass
|
23 |
+
|
24 |
+
# while this script doesn't use deepspeed to recover data, since the checkpoints are pickled with
|
25 |
+
# DeepSpeed data structures it has to be available in the current python environment.
|
26 |
+
from deepspeed.utils import logger
|
27 |
+
from deepspeed.checkpoint.constants import (DS_VERSION, OPTIMIZER_STATE_DICT, SINGLE_PARTITION_OF_FP32_GROUPS,
|
28 |
+
FP32_FLAT_GROUPS, ZERO_STAGE, PARTITION_COUNT, PARAM_SHAPES, BUFFER_NAMES,
|
29 |
+
FROZEN_PARAM_SHAPES, FROZEN_PARAM_FRAGMENTS)
|
30 |
+
|
31 |
+
|
32 |
+
@dataclass
|
33 |
+
class zero_model_state:
|
34 |
+
buffers: dict()
|
35 |
+
param_shapes: dict()
|
36 |
+
shared_params: list
|
37 |
+
ds_version: int
|
38 |
+
frozen_param_shapes: dict()
|
39 |
+
frozen_param_fragments: dict()
|
40 |
+
|
41 |
+
|
42 |
+
debug = 0
|
43 |
+
|
44 |
+
# load to cpu
|
45 |
+
device = torch.device('cpu')
|
46 |
+
|
47 |
+
|
48 |
+
def atoi(text):
|
49 |
+
return int(text) if text.isdigit() else text
|
50 |
+
|
51 |
+
|
52 |
+
def natural_keys(text):
|
53 |
+
'''
|
54 |
+
alist.sort(key=natural_keys) sorts in human order
|
55 |
+
http://nedbatchelder.com/blog/200712/human_sorting.html
|
56 |
+
(See Toothy's implementation in the comments)
|
57 |
+
'''
|
58 |
+
return [atoi(c) for c in re.split(r'(\d+)', text)]
|
59 |
+
|
60 |
+
|
61 |
+
def get_model_state_file(checkpoint_dir, zero_stage):
|
62 |
+
if not os.path.isdir(checkpoint_dir):
|
63 |
+
raise FileNotFoundError(f"Directory '{checkpoint_dir}' doesn't exist")
|
64 |
+
|
65 |
+
# there should be only one file
|
66 |
+
if zero_stage <= 2:
|
67 |
+
file = os.path.join(checkpoint_dir, "mp_rank_00_model_states.pt")
|
68 |
+
elif zero_stage == 3:
|
69 |
+
file = os.path.join(checkpoint_dir, "zero_pp_rank_0_mp_rank_00_model_states.pt")
|
70 |
+
|
71 |
+
if not os.path.exists(file):
|
72 |
+
raise FileNotFoundError(f"can't find model states file at '{file}'")
|
73 |
+
|
74 |
+
return file
|
75 |
+
|
76 |
+
|
77 |
+
def get_checkpoint_files(checkpoint_dir, glob_pattern):
|
78 |
+
# XXX: need to test that this simple glob rule works for multi-node setup too
|
79 |
+
ckpt_files = sorted(glob.glob(os.path.join(checkpoint_dir, glob_pattern)), key=natural_keys)
|
80 |
+
|
81 |
+
if len(ckpt_files) == 0:
|
82 |
+
raise FileNotFoundError(f"can't find {glob_pattern} files in directory '{checkpoint_dir}'")
|
83 |
+
|
84 |
+
return ckpt_files
|
85 |
+
|
86 |
+
|
87 |
+
def get_optim_files(checkpoint_dir):
|
88 |
+
return get_checkpoint_files(checkpoint_dir, "*_optim_states.pt")
|
89 |
+
|
90 |
+
|
91 |
+
def get_model_state_files(checkpoint_dir):
|
92 |
+
return get_checkpoint_files(checkpoint_dir, "*_model_states.pt")
|
93 |
+
|
94 |
+
|
95 |
+
def parse_model_states(files):
|
96 |
+
zero_model_states = []
|
97 |
+
for file in files:
|
98 |
+
state_dict = torch.load(file, map_location=device)
|
99 |
+
|
100 |
+
if BUFFER_NAMES not in state_dict:
|
101 |
+
raise ValueError(f"{file} is not a model state checkpoint")
|
102 |
+
buffer_names = state_dict[BUFFER_NAMES]
|
103 |
+
if debug:
|
104 |
+
print("Found buffers:", buffer_names)
|
105 |
+
|
106 |
+
# recover just the buffers while restoring them to fp32 if they were saved in fp16
|
107 |
+
buffers = {k: v.float() for k, v in state_dict["module"].items() if k in buffer_names}
|
108 |
+
param_shapes = state_dict[PARAM_SHAPES]
|
109 |
+
|
110 |
+
# collect parameters that are included in param_shapes
|
111 |
+
param_names = []
|
112 |
+
for s in param_shapes:
|
113 |
+
for name in s.keys():
|
114 |
+
param_names.append(name)
|
115 |
+
|
116 |
+
# update with frozen parameters
|
117 |
+
frozen_param_shapes = state_dict.get(FROZEN_PARAM_SHAPES, None)
|
118 |
+
if frozen_param_shapes is not None:
|
119 |
+
if debug:
|
120 |
+
print(f"Found frozen_param_shapes: {frozen_param_shapes}")
|
121 |
+
param_names += list(frozen_param_shapes.keys())
|
122 |
+
|
123 |
+
# handle shared params
|
124 |
+
shared_params = [[k, v] for k, v in state_dict["shared_params"].items()]
|
125 |
+
|
126 |
+
ds_version = state_dict.get(DS_VERSION, None)
|
127 |
+
|
128 |
+
frozen_param_fragments = state_dict.get(FROZEN_PARAM_FRAGMENTS, None)
|
129 |
+
|
130 |
+
z_model_state = zero_model_state(buffers=buffers,
|
131 |
+
param_shapes=param_shapes,
|
132 |
+
shared_params=shared_params,
|
133 |
+
ds_version=ds_version,
|
134 |
+
frozen_param_shapes=frozen_param_shapes,
|
135 |
+
frozen_param_fragments=frozen_param_fragments)
|
136 |
+
zero_model_states.append(z_model_state)
|
137 |
+
|
138 |
+
return zero_model_states
|
139 |
+
|
140 |
+
|
141 |
+
def parse_optim_states(files, ds_checkpoint_dir):
|
142 |
+
|
143 |
+
total_files = len(files)
|
144 |
+
state_dicts = []
|
145 |
+
for f in files:
|
146 |
+
state_dict = torch.load(f, map_location=device)
|
147 |
+
# immediately discard the potentially huge 2 optimizer states as we only care for fp32 master weights
|
148 |
+
# and also handle the case where it was already removed by another helper script
|
149 |
+
state_dict["optimizer_state_dict"].pop("optimizer_state_dict", None)
|
150 |
+
state_dicts.append(state_dict)
|
151 |
+
|
152 |
+
if not ZERO_STAGE in state_dicts[0][OPTIMIZER_STATE_DICT]:
|
153 |
+
raise ValueError(f"{files[0]} is not a zero checkpoint")
|
154 |
+
zero_stage = state_dicts[0][OPTIMIZER_STATE_DICT][ZERO_STAGE]
|
155 |
+
world_size = state_dicts[0][OPTIMIZER_STATE_DICT][PARTITION_COUNT]
|
156 |
+
|
157 |
+
# For ZeRO-2 each param group can have different partition_count as data parallelism for expert
|
158 |
+
# parameters can be different from data parallelism for non-expert parameters. So we can just
|
159 |
+
# use the max of the partition_count to get the dp world_size.
|
160 |
+
|
161 |
+
if type(world_size) is list:
|
162 |
+
world_size = max(world_size)
|
163 |
+
|
164 |
+
if world_size != total_files:
|
165 |
+
raise ValueError(
|
166 |
+
f"Expected {world_size} of '*_optim_states.pt' under '{ds_checkpoint_dir}' but found {total_files} files. "
|
167 |
+
"Possibly due to an overwrite of an old checkpoint, or a checkpoint didn't get saved by one or more processes."
|
168 |
+
)
|
169 |
+
|
170 |
+
# the groups are named differently in each stage
|
171 |
+
if zero_stage <= 2:
|
172 |
+
fp32_groups_key = SINGLE_PARTITION_OF_FP32_GROUPS
|
173 |
+
elif zero_stage == 3:
|
174 |
+
fp32_groups_key = FP32_FLAT_GROUPS
|
175 |
+
else:
|
176 |
+
raise ValueError(f"unknown zero stage {zero_stage}")
|
177 |
+
|
178 |
+
if zero_stage <= 2:
|
179 |
+
fp32_flat_groups = [state_dicts[i][OPTIMIZER_STATE_DICT][fp32_groups_key] for i in range(len(state_dicts))]
|
180 |
+
elif zero_stage == 3:
|
181 |
+
# if there is more than one param group, there will be multiple flattened tensors - one
|
182 |
+
# flattened tensor per group - for simplicity merge them into a single tensor
|
183 |
+
#
|
184 |
+
# XXX: could make the script more memory efficient for when there are multiple groups - it
|
185 |
+
# will require matching the sub-lists of param_shapes for each param group flattened tensor
|
186 |
+
|
187 |
+
fp32_flat_groups = [
|
188 |
+
torch.cat(state_dicts[i][OPTIMIZER_STATE_DICT][fp32_groups_key], 0) for i in range(len(state_dicts))
|
189 |
+
]
|
190 |
+
|
191 |
+
return zero_stage, world_size, fp32_flat_groups
|
192 |
+
|
193 |
+
|
194 |
+
def _get_fp32_state_dict_from_zero_checkpoint(ds_checkpoint_dir, exclude_frozen_parameters):
|
195 |
+
"""
|
196 |
+
Returns fp32 state_dict reconstructed from ds checkpoint
|
197 |
+
|
198 |
+
Args:
|
199 |
+
- ``ds_checkpoint_dir``: path to the deepspeed checkpoint folder (where the optimizer files are)
|
200 |
+
|
201 |
+
"""
|
202 |
+
print(f"Processing zero checkpoint '{ds_checkpoint_dir}'")
|
203 |
+
|
204 |
+
optim_files = get_optim_files(ds_checkpoint_dir)
|
205 |
+
zero_stage, world_size, fp32_flat_groups = parse_optim_states(optim_files, ds_checkpoint_dir)
|
206 |
+
print(f"Detected checkpoint of type zero stage {zero_stage}, world_size: {world_size}")
|
207 |
+
|
208 |
+
model_files = get_model_state_files(ds_checkpoint_dir)
|
209 |
+
|
210 |
+
zero_model_states = parse_model_states(model_files)
|
211 |
+
print(f'Parsing checkpoint created by deepspeed=={zero_model_states[0].ds_version}')
|
212 |
+
|
213 |
+
if zero_stage <= 2:
|
214 |
+
return _get_fp32_state_dict_from_zero2_checkpoint(world_size, fp32_flat_groups, zero_model_states,
|
215 |
+
exclude_frozen_parameters)
|
216 |
+
elif zero_stage == 3:
|
217 |
+
return _get_fp32_state_dict_from_zero3_checkpoint(world_size, fp32_flat_groups, zero_model_states,
|
218 |
+
exclude_frozen_parameters)
|
219 |
+
|
220 |
+
|
221 |
+
def _zero2_merge_frozen_params(state_dict, zero_model_states):
|
222 |
+
if zero_model_states[0].frozen_param_shapes is None or len(zero_model_states[0].frozen_param_shapes) == 0:
|
223 |
+
return
|
224 |
+
|
225 |
+
frozen_param_shapes = zero_model_states[0].frozen_param_shapes
|
226 |
+
frozen_param_fragments = zero_model_states[0].frozen_param_fragments
|
227 |
+
|
228 |
+
if debug:
|
229 |
+
num_elem = sum(s.numel() for s in frozen_param_shapes.values())
|
230 |
+
print(f'rank 0: {FROZEN_PARAM_SHAPES}.numel = {num_elem}')
|
231 |
+
|
232 |
+
wanted_params = len(frozen_param_shapes)
|
233 |
+
wanted_numel = sum(s.numel() for s in frozen_param_shapes.values())
|
234 |
+
avail_numel = sum([p.numel() for p in frozen_param_fragments.values()])
|
235 |
+
print(f'Frozen params: Have {avail_numel} numels to process.')
|
236 |
+
print(f'Frozen params: Need {wanted_numel} numels in {wanted_params} params')
|
237 |
+
|
238 |
+
total_params = 0
|
239 |
+
total_numel = 0
|
240 |
+
for name, shape in frozen_param_shapes.items():
|
241 |
+
total_params += 1
|
242 |
+
unpartitioned_numel = shape.numel()
|
243 |
+
total_numel += unpartitioned_numel
|
244 |
+
|
245 |
+
state_dict[name] = frozen_param_fragments[name]
|
246 |
+
|
247 |
+
if debug:
|
248 |
+
print(f"{name} full shape: {shape} unpartitioned numel {unpartitioned_numel} ")
|
249 |
+
|
250 |
+
print(f"Reconstructed Frozen fp32 state dict with {total_params} params {total_numel} elements")
|
251 |
+
|
252 |
+
|
253 |
+
def _has_callable(obj, fn):
|
254 |
+
attr = getattr(obj, fn, None)
|
255 |
+
return callable(attr)
|
256 |
+
|
257 |
+
|
258 |
+
def _zero2_merge_trainable_params(state_dict, world_size, fp32_flat_groups, zero_model_states):
|
259 |
+
param_shapes = zero_model_states[0].param_shapes
|
260 |
+
|
261 |
+
# Reconstruction protocol:
|
262 |
+
#
|
263 |
+
# XXX: document this
|
264 |
+
|
265 |
+
if debug:
|
266 |
+
for i in range(world_size):
|
267 |
+
for j in range(len(fp32_flat_groups[0])):
|
268 |
+
print(f"{FP32_FLAT_GROUPS}[{i}][{j}].shape={fp32_flat_groups[i][j].shape}")
|
269 |
+
|
270 |
+
# XXX: memory usage doubles here (zero2)
|
271 |
+
num_param_groups = len(fp32_flat_groups[0])
|
272 |
+
merged_single_partition_of_fp32_groups = []
|
273 |
+
for i in range(num_param_groups):
|
274 |
+
merged_partitions = [sd[i] for sd in fp32_flat_groups]
|
275 |
+
full_single_fp32_vector = torch.cat(merged_partitions, 0)
|
276 |
+
merged_single_partition_of_fp32_groups.append(full_single_fp32_vector)
|
277 |
+
avail_numel = sum(
|
278 |
+
[full_single_fp32_vector.numel() for full_single_fp32_vector in merged_single_partition_of_fp32_groups])
|
279 |
+
|
280 |
+
if debug:
|
281 |
+
wanted_params = sum([len(shapes) for shapes in param_shapes])
|
282 |
+
wanted_numel = sum([sum(shape.numel() for shape in shapes.values()) for shapes in param_shapes])
|
283 |
+
# not asserting if there is a mismatch due to possible padding
|
284 |
+
print(f"Have {avail_numel} numels to process.")
|
285 |
+
print(f"Need {wanted_numel} numels in {wanted_params} params.")
|
286 |
+
|
287 |
+
# params
|
288 |
+
# XXX: for huge models that can't fit into the host's RAM we will have to recode this to support
|
289 |
+
# out-of-core computing solution
|
290 |
+
total_numel = 0
|
291 |
+
total_params = 0
|
292 |
+
for shapes, full_single_fp32_vector in zip(param_shapes, merged_single_partition_of_fp32_groups):
|
293 |
+
offset = 0
|
294 |
+
avail_numel = full_single_fp32_vector.numel()
|
295 |
+
for name, shape in shapes.items():
|
296 |
+
|
297 |
+
unpartitioned_numel = shape.numel() if _has_callable(shape, 'numel') else math.prod(shape)
|
298 |
+
total_numel += unpartitioned_numel
|
299 |
+
total_params += 1
|
300 |
+
|
301 |
+
if debug:
|
302 |
+
print(f"{name} full shape: {shape} unpartitioned numel {unpartitioned_numel} ")
|
303 |
+
state_dict[name] = full_single_fp32_vector.narrow(0, offset, unpartitioned_numel).view(shape)
|
304 |
+
offset += unpartitioned_numel
|
305 |
+
|
306 |
+
# Z2 started to align to 2*world_size to improve nccl performance. Therefore both offset and
|
307 |
+
# avail_numel can differ by anywhere between 0..2*world_size. Due to two unrelated complex
|
308 |
+
# paddings performed in the code it's almost impossible to predict the exact numbers w/o the
|
309 |
+
# live optimizer object, so we are checking that the numbers are within the right range
|
310 |
+
align_to = 2 * world_size
|
311 |
+
|
312 |
+
def zero2_align(x):
|
313 |
+
return align_to * math.ceil(x / align_to)
|
314 |
+
|
315 |
+
if debug:
|
316 |
+
print(f"original offset={offset}, avail_numel={avail_numel}")
|
317 |
+
|
318 |
+
offset = zero2_align(offset)
|
319 |
+
avail_numel = zero2_align(avail_numel)
|
320 |
+
|
321 |
+
if debug:
|
322 |
+
print(f"aligned offset={offset}, avail_numel={avail_numel}")
|
323 |
+
|
324 |
+
# Sanity check
|
325 |
+
if offset != avail_numel:
|
326 |
+
raise ValueError(f"consumed {offset} numels out of {avail_numel} - something is wrong")
|
327 |
+
|
328 |
+
print(f"Reconstructed fp32 state dict with {total_params} params {total_numel} elements")
|
329 |
+
|
330 |
+
|
331 |
+
def _get_fp32_state_dict_from_zero2_checkpoint(world_size, fp32_flat_groups, zero_model_states,
|
332 |
+
exclude_frozen_parameters):
|
333 |
+
state_dict = OrderedDict()
|
334 |
+
|
335 |
+
# buffers
|
336 |
+
buffers = zero_model_states[0].buffers
|
337 |
+
state_dict.update(buffers)
|
338 |
+
if debug:
|
339 |
+
print(f"added {len(buffers)} buffers")
|
340 |
+
|
341 |
+
if not exclude_frozen_parameters:
|
342 |
+
_zero2_merge_frozen_params(state_dict, zero_model_states)
|
343 |
+
|
344 |
+
_zero2_merge_trainable_params(state_dict, world_size, fp32_flat_groups, zero_model_states)
|
345 |
+
|
346 |
+
# recover shared parameters
|
347 |
+
for pair in zero_model_states[0].shared_params:
|
348 |
+
if pair[1] in state_dict:
|
349 |
+
state_dict[pair[0]] = state_dict[pair[1]]
|
350 |
+
|
351 |
+
return state_dict
|
352 |
+
|
353 |
+
|
354 |
+
def zero3_partitioned_param_info(unpartitioned_numel, world_size):
|
355 |
+
remainder = unpartitioned_numel % world_size
|
356 |
+
padding_numel = (world_size - remainder) if remainder else 0
|
357 |
+
partitioned_numel = math.ceil(unpartitioned_numel / world_size)
|
358 |
+
return partitioned_numel, padding_numel
|
359 |
+
|
360 |
+
|
361 |
+
def _zero3_merge_frozen_params(state_dict, world_size, zero_model_states):
|
362 |
+
if zero_model_states[0].frozen_param_shapes is None or len(zero_model_states[0].frozen_param_shapes) == 0:
|
363 |
+
return
|
364 |
+
|
365 |
+
if debug:
|
366 |
+
for i in range(world_size):
|
367 |
+
num_elem = sum(s.numel() for s in zero_model_states[i].frozen_param_fragments.values())
|
368 |
+
print(f'rank {i}: {FROZEN_PARAM_SHAPES}.numel = {num_elem}')
|
369 |
+
|
370 |
+
frozen_param_shapes = zero_model_states[0].frozen_param_shapes
|
371 |
+
wanted_params = len(frozen_param_shapes)
|
372 |
+
wanted_numel = sum(s.numel() for s in frozen_param_shapes.values())
|
373 |
+
avail_numel = sum([p.numel() for p in zero_model_states[0].frozen_param_fragments.values()]) * world_size
|
374 |
+
print(f'Frozen params: Have {avail_numel} numels to process.')
|
375 |
+
print(f'Frozen params: Need {wanted_numel} numels in {wanted_params} params')
|
376 |
+
|
377 |
+
total_params = 0
|
378 |
+
total_numel = 0
|
379 |
+
for name, shape in zero_model_states[0].frozen_param_shapes.items():
|
380 |
+
total_params += 1
|
381 |
+
unpartitioned_numel = shape.numel()
|
382 |
+
total_numel += unpartitioned_numel
|
383 |
+
|
384 |
+
param_frags = tuple(model_state.frozen_param_fragments[name] for model_state in zero_model_states)
|
385 |
+
state_dict[name] = torch.cat(param_frags, 0).narrow(0, 0, unpartitioned_numel).view(shape)
|
386 |
+
|
387 |
+
partitioned_numel, partitioned_padding_numel = zero3_partitioned_param_info(unpartitioned_numel, world_size)
|
388 |
+
|
389 |
+
if debug:
|
390 |
+
print(
|
391 |
+
f"Frozen params: {total_params} {name} full shape: {shape} partition0 numel={partitioned_numel} partitioned_padding_numel={partitioned_padding_numel}"
|
392 |
+
)
|
393 |
+
|
394 |
+
print(f"Reconstructed Frozen fp32 state dict with {total_params} params {total_numel} elements")
|
395 |
+
|
396 |
+
|
397 |
+
def _zero3_merge_trainable_params(state_dict, world_size, fp32_flat_groups, zero_model_states):
|
398 |
+
param_shapes = zero_model_states[0].param_shapes
|
399 |
+
avail_numel = fp32_flat_groups[0].numel() * world_size
|
400 |
+
# Reconstruction protocol: For zero3 we need to zip the partitions together at boundary of each
|
401 |
+
# param, re-consolidating each param, while dealing with padding if any
|
402 |
+
|
403 |
+
# merge list of dicts, preserving order
|
404 |
+
param_shapes = {k: v for d in param_shapes for k, v in d.items()}
|
405 |
+
|
406 |
+
if debug:
|
407 |
+
for i in range(world_size):
|
408 |
+
print(f"{FP32_FLAT_GROUPS}[{i}].shape={fp32_flat_groups[i].shape}")
|
409 |
+
|
410 |
+
wanted_params = len(param_shapes)
|
411 |
+
wanted_numel = sum(shape.numel() for shape in param_shapes.values())
|
412 |
+
# not asserting if there is a mismatch due to possible padding
|
413 |
+
avail_numel = fp32_flat_groups[0].numel() * world_size
|
414 |
+
print(f"Trainable params: Have {avail_numel} numels to process.")
|
415 |
+
print(f"Trainable params: Need {wanted_numel} numels in {wanted_params} params.")
|
416 |
+
|
417 |
+
# params
|
418 |
+
# XXX: for huge models that can't fit into the host's RAM we will have to recode this to support
|
419 |
+
# out-of-core computing solution
|
420 |
+
offset = 0
|
421 |
+
total_numel = 0
|
422 |
+
total_params = 0
|
423 |
+
for name, shape in param_shapes.items():
|
424 |
+
|
425 |
+
unpartitioned_numel = shape.numel()
|
426 |
+
total_numel += unpartitioned_numel
|
427 |
+
total_params += 1
|
428 |
+
|
429 |
+
partitioned_numel, partitioned_padding_numel = zero3_partitioned_param_info(unpartitioned_numel, world_size)
|
430 |
+
|
431 |
+
if debug:
|
432 |
+
print(
|
433 |
+
f"Trainable params: {total_params} {name} full shape: {shape} partition0 numel={partitioned_numel} partitioned_padding_numel={partitioned_padding_numel}"
|
434 |
+
)
|
435 |
+
|
436 |
+
# XXX: memory usage doubles here
|
437 |
+
state_dict[name] = torch.cat(
|
438 |
+
tuple(fp32_flat_groups[i].narrow(0, offset, partitioned_numel) for i in range(world_size)),
|
439 |
+
0).narrow(0, 0, unpartitioned_numel).view(shape)
|
440 |
+
offset += partitioned_numel
|
441 |
+
|
442 |
+
offset *= world_size
|
443 |
+
|
444 |
+
# Sanity check
|
445 |
+
if offset != avail_numel:
|
446 |
+
raise ValueError(f"consumed {offset} numels out of {avail_numel} - something is wrong")
|
447 |
+
|
448 |
+
print(f"Reconstructed Trainable fp32 state dict with {total_params} params {total_numel} elements")
|
449 |
+
|
450 |
+
|
451 |
+
def _get_fp32_state_dict_from_zero3_checkpoint(world_size, fp32_flat_groups, zero_model_states,
|
452 |
+
exclude_frozen_parameters):
|
453 |
+
state_dict = OrderedDict()
|
454 |
+
|
455 |
+
# buffers
|
456 |
+
buffers = zero_model_states[0].buffers
|
457 |
+
state_dict.update(buffers)
|
458 |
+
if debug:
|
459 |
+
print(f"added {len(buffers)} buffers")
|
460 |
+
|
461 |
+
if not exclude_frozen_parameters:
|
462 |
+
_zero3_merge_frozen_params(state_dict, world_size, zero_model_states)
|
463 |
+
|
464 |
+
_zero3_merge_trainable_params(state_dict, world_size, fp32_flat_groups, zero_model_states)
|
465 |
+
|
466 |
+
# recover shared parameters
|
467 |
+
for pair in zero_model_states[0].shared_params:
|
468 |
+
if pair[1] in state_dict:
|
469 |
+
state_dict[pair[0]] = state_dict[pair[1]]
|
470 |
+
|
471 |
+
return state_dict
|
472 |
+
|
473 |
+
|
474 |
+
def get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag=None, exclude_frozen_parameters=False):
|
475 |
+
"""
|
476 |
+
Convert ZeRO 2 or 3 checkpoint into a single fp32 consolidated state_dict that can be loaded with
|
477 |
+
``load_state_dict()`` and used for training without DeepSpeed or shared with others, for example
|
478 |
+
via a model hub.
|
479 |
+
|
480 |
+
Args:
|
481 |
+
- ``checkpoint_dir``: path to the desired checkpoint folder
|
482 |
+
- ``tag``: checkpoint tag used as a unique identifier for checkpoint. If not provided will attempt to load tag in 'latest' file. e.g., ``global_step14``
|
483 |
+
- ``exclude_frozen_parameters``: exclude frozen parameters
|
484 |
+
|
485 |
+
Returns:
|
486 |
+
- pytorch ``state_dict``
|
487 |
+
|
488 |
+
Note: this approach may not work if your application doesn't have sufficient free CPU memory and
|
489 |
+
you may need to use the offline approach using the ``zero_to_fp32.py`` script that is saved with
|
490 |
+
the checkpoint.
|
491 |
+
|
492 |
+
A typical usage might be ::
|
493 |
+
|
494 |
+
from deepspeed.utils.zero_to_fp32 import get_fp32_state_dict_from_zero_checkpoint
|
495 |
+
# do the training and checkpoint saving
|
496 |
+
state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir) # already on cpu
|
497 |
+
model = model.cpu() # move to cpu
|
498 |
+
model.load_state_dict(state_dict)
|
499 |
+
# submit to model hub or save the model to share with others
|
500 |
+
|
501 |
+
In this example the ``model`` will no longer be usable in the deepspeed context of the same
|
502 |
+
application. i.e. you will need to re-initialize the deepspeed engine, since
|
503 |
+
``model.load_state_dict(state_dict)`` will remove all the deepspeed magic from it.
|
504 |
+
|
505 |
+
If you want it all done for you, use ``load_state_dict_from_zero_checkpoint`` instead.
|
506 |
+
|
507 |
+
"""
|
508 |
+
if tag is None:
|
509 |
+
latest_path = os.path.join(checkpoint_dir, 'latest')
|
510 |
+
if os.path.isfile(latest_path):
|
511 |
+
with open(latest_path, 'r') as fd:
|
512 |
+
tag = fd.read().strip()
|
513 |
+
else:
|
514 |
+
raise ValueError(f"Unable to find 'latest' file at {latest_path}")
|
515 |
+
|
516 |
+
ds_checkpoint_dir = os.path.join(checkpoint_dir, tag)
|
517 |
+
|
518 |
+
if not os.path.isdir(ds_checkpoint_dir):
|
519 |
+
raise FileNotFoundError(f"Directory '{ds_checkpoint_dir}' doesn't exist")
|
520 |
+
|
521 |
+
return _get_fp32_state_dict_from_zero_checkpoint(ds_checkpoint_dir, exclude_frozen_parameters)
|
522 |
+
|
523 |
+
|
524 |
+
def convert_zero_checkpoint_to_fp32_state_dict(checkpoint_dir, output_file, tag=None, exclude_frozen_parameters=False):
|
525 |
+
"""
|
526 |
+
Convert ZeRO 2 or 3 checkpoint into a single fp32 consolidated ``state_dict`` file that can be
|
527 |
+
loaded with ``torch.load(file)`` + ``load_state_dict()`` and used for training without DeepSpeed.
|
528 |
+
|
529 |
+
Args:
|
530 |
+
- ``checkpoint_dir``: path to the desired checkpoint folder. (one that contains the tag-folder, like ``global_step14``)
|
531 |
+
- ``output_file``: path to the pytorch fp32 state_dict output file (e.g. path/pytorch_model.bin)
|
532 |
+
- ``tag``: checkpoint tag used as a unique identifier for checkpoint. If not provided will attempt to load tag in the file named ``latest`` in the checkpoint folder, e.g., ``global_step14``
|
533 |
+
- ``exclude_frozen_parameters``: exclude frozen parameters
|
534 |
+
"""
|
535 |
+
|
536 |
+
state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag, exclude_frozen_parameters)
|
537 |
+
print(f"Saving fp32 state dict to {output_file}")
|
538 |
+
torch.save(state_dict, output_file)
|
539 |
+
|
540 |
+
|
541 |
+
def load_state_dict_from_zero_checkpoint(model, checkpoint_dir, tag=None):
|
542 |
+
"""
|
543 |
+
1. Put the provided model to cpu
|
544 |
+
2. Convert ZeRO 2 or 3 checkpoint into a single fp32 consolidated ``state_dict``
|
545 |
+
3. Load it into the provided model
|
546 |
+
|
547 |
+
Args:
|
548 |
+
- ``model``: the model object to update
|
549 |
+
- ``checkpoint_dir``: path to the desired checkpoint folder. (one that contains the tag-folder, like ``global_step14``)
|
550 |
+
- ``tag``: checkpoint tag used as a unique identifier for checkpoint. If not provided will attempt to load tag in the file named ``latest`` in the checkpoint folder, e.g., ``global_step14``
|
551 |
+
|
552 |
+
Returns:
|
553 |
+
- ``model`: modified model
|
554 |
+
|
555 |
+
Make sure you have plenty of CPU memory available before you call this function. If you don't
|
556 |
+
have enough use the ``zero_to_fp32.py`` utility to do the conversion. You will find it
|
557 |
+
conveniently placed for you in the checkpoint folder.
|
558 |
+
|
559 |
+
A typical usage might be ::
|
560 |
+
|
561 |
+
from deepspeed.utils.zero_to_fp32 import load_state_dict_from_zero_checkpoint
|
562 |
+
model = load_state_dict_from_zero_checkpoint(trainer.model, checkpoint_dir)
|
563 |
+
# submit to model hub or save the model to share with others
|
564 |
+
|
565 |
+
Note, that once this was run, the ``model`` will no longer be usable in the deepspeed context
|
566 |
+
of the same application. i.e. you will need to re-initialize the deepspeed engine, since
|
567 |
+
``model.load_state_dict(state_dict)`` will remove all the deepspeed magic from it.
|
568 |
+
|
569 |
+
"""
|
570 |
+
logger.info(f"Extracting fp32 weights")
|
571 |
+
state_dict = get_fp32_state_dict_from_zero_checkpoint(checkpoint_dir, tag)
|
572 |
+
|
573 |
+
logger.info(f"Overwriting model with fp32 weights")
|
574 |
+
model = model.cpu()
|
575 |
+
model.load_state_dict(state_dict, strict=False)
|
576 |
+
|
577 |
+
return model
|
578 |
+
|
579 |
+
|
580 |
+
if __name__ == "__main__":
|
581 |
+
|
582 |
+
parser = argparse.ArgumentParser()
|
583 |
+
parser.add_argument("checkpoint_dir",
|
584 |
+
type=str,
|
585 |
+
help="path to the desired checkpoint folder, e.g., path/checkpoint-12")
|
586 |
+
parser.add_argument(
|
587 |
+
"output_file",
|
588 |
+
type=str,
|
589 |
+
help="path to the pytorch fp32 state_dict output file (e.g. path/checkpoint-12/pytorch_model.bin)")
|
590 |
+
parser.add_argument("-t",
|
591 |
+
"--tag",
|
592 |
+
type=str,
|
593 |
+
default=None,
|
594 |
+
help="checkpoint tag used as a unique identifier for checkpoint. e.g., global_step1")
|
595 |
+
parser.add_argument("--exclude_frozen_parameters", action='store_true', help="exclude frozen parameters")
|
596 |
+
parser.add_argument("-d", "--debug", action='store_true', help="enable debug")
|
597 |
+
args = parser.parse_args()
|
598 |
+
|
599 |
+
debug = args.debug
|
600 |
+
|
601 |
+
convert_zero_checkpoint_to_fp32_state_dict(args.checkpoint_dir,
|
602 |
+
args.output_file,
|
603 |
+
tag=args.tag,
|
604 |
+
exclude_frozen_parameters=args.exclude_frozen_parameters)
|