Upload Text2TextGenerationPipeline
Browse files- README.md +199 -0
- added_tokens.json +105 -0
- config.json +33 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +135 -0
- tokenizer.json +0 -0
- tokenizer_config.json +981 -0
- vocab.json +0 -0
README.md
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---
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library_name: transformers
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tags: []
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- **Developed by:** [More Information Needed]
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** [More Information Needed]
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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### Out-of-Scope Use
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- 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. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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#### Training Hyperparameters
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- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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#### Speeds, Sizes, Times [optional]
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<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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[More Information Needed]
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## Evaluation
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<!-- This section describes the evaluation protocols and provides the results. -->
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### Testing Data, Factors & Metrics
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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[More Information Needed]
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#### Factors
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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[More Information Needed]
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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[More Information Needed]
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### Results
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[More Information Needed]
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#### Summary
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## Model Examination [optional]
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<!-- Relevant interpretability work for the model goes here -->
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[More Information Needed]
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## Environmental Impact
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<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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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).
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- **Hardware Type:** [More Information Needed]
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- **Hours used:** [More Information Needed]
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- **Cloud Provider:** [More Information Needed]
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- **Compute Region:** [More Information Needed]
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- **Carbon Emitted:** [More Information Needed]
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## Technical Specifications [optional]
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### Model Architecture and Objective
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[More Information Needed]
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### Compute Infrastructure
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[More Information Needed]
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#### Hardware
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[More Information Needed]
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#### Software
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[More Information Needed]
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
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added_tokens.json
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{
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"</s>": 65001,
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}
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config.json
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{
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"_name_or_path": "pszemraj/nanoT5-mid-65kBPE-2048-text2text-mega-instruct",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"classifier_dropout": 0.0,
|
7 |
+
"d_ff": 3072,
|
8 |
+
"d_kv": 64,
|
9 |
+
"d_model": 1024,
|
10 |
+
"decoder_start_token_id": 65000,
|
11 |
+
"dense_act_fn": "silu",
|
12 |
+
"dropout_rate": 0.0,
|
13 |
+
"eos_token_id": 65001,
|
14 |
+
"feed_forward_proj": "gated-silu",
|
15 |
+
"initializer_factor": 1.0,
|
16 |
+
"is_bf16": false,
|
17 |
+
"is_encoder_decoder": true,
|
18 |
+
"is_gated_act": true,
|
19 |
+
"layer_norm_epsilon": 1e-06,
|
20 |
+
"model_type": "t5",
|
21 |
+
"num_decoder_layers": 16,
|
22 |
+
"num_heads": 16,
|
23 |
+
"num_layers": 16,
|
24 |
+
"output_past": true,
|
25 |
+
"pad_token_id": 65000,
|
26 |
+
"relative_attention_max_distance": 128,
|
27 |
+
"relative_attention_num_buckets": 32,
|
28 |
+
"tie_word_embeddings": false,
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.43.3",
|
31 |
+
"use_cache": true,
|
32 |
+
"vocab_size": 65152
|
33 |
+
}
|
generation_config.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"decoder_start_token_id": 65000,
|
3 |
+
"eos_token_id": 65001,
|
4 |
+
"pad_token_id": 65000,
|
5 |
+
"transformers_version": "4.43.3"
|
6 |
+
}
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6e271ef579c8be5e82ea6a5122d89dd7e10b44d0c58afc23a785e9eabd355d3f
|
3 |
+
size 2547376760
|
special_tokens_map.json
ADDED
@@ -0,0 +1,135 @@
|
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|
|
|
|
|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<pad>",
|
4 |
+
"</s>",
|
5 |
+
"<unk>",
|
6 |
+
"<extra_id_0>",
|
7 |
+
"<extra_id_1>",
|
8 |
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"<extra_id_2>",
|
9 |
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"<extra_id_3>",
|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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"<extra_id_18>",
|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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|
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|
31 |
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|
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|
33 |
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|
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|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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"<extra_id_33>",
|
40 |
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"<extra_id_34>",
|
41 |
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"<extra_id_35>",
|
42 |
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"<extra_id_36>",
|
43 |
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|
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|
45 |
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"<extra_id_39>",
|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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|
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|
53 |
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|
54 |
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|
55 |
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|
56 |
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|
57 |
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|
58 |
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|
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|
60 |
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|
61 |
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|
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|
63 |
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|
64 |
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|
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|
66 |
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|
67 |
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|
68 |
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|
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|
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|
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|
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|
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|
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|
75 |
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|
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|
77 |
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"<extra_id_71>",
|
78 |
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"<extra_id_72>",
|
79 |
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|
80 |
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"<extra_id_74>",
|
81 |
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|
82 |
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"<extra_id_76>",
|
83 |
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"<extra_id_77>",
|
84 |
+
"<extra_id_78>",
|
85 |
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"<extra_id_79>",
|
86 |
+
"<extra_id_80>",
|
87 |
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"<extra_id_81>",
|
88 |
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"<extra_id_82>",
|
89 |
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"<extra_id_83>",
|
90 |
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"<extra_id_84>",
|
91 |
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"<extra_id_85>",
|
92 |
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"<extra_id_86>",
|
93 |
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"<extra_id_87>",
|
94 |
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"<extra_id_88>",
|
95 |
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"<extra_id_89>",
|
96 |
+
"<extra_id_90>",
|
97 |
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"<extra_id_91>",
|
98 |
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"<extra_id_92>",
|
99 |
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"<extra_id_93>",
|
100 |
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"<extra_id_94>",
|
101 |
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"<extra_id_95>",
|
102 |
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"<extra_id_96>",
|
103 |
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"<extra_id_97>",
|
104 |
+
"<extra_id_98>",
|
105 |
+
"<extra_id_99>"
|
106 |
+
],
|
107 |
+
"bos_token": {
|
108 |
+
"content": "<EOT>",
|
109 |
+
"lstrip": false,
|
110 |
+
"normalized": false,
|
111 |
+
"rstrip": false,
|
112 |
+
"single_word": false
|
113 |
+
},
|
114 |
+
"eos_token": {
|
115 |
+
"content": "</s>",
|
116 |
+
"lstrip": false,
|
117 |
+
"normalized": false,
|
118 |
+
"rstrip": false,
|
119 |
+
"single_word": false
|
120 |
+
},
|
121 |
+
"pad_token": {
|
122 |
+
"content": "<pad>",
|
123 |
+
"lstrip": false,
|
124 |
+
"normalized": false,
|
125 |
+
"rstrip": false,
|
126 |
+
"single_word": false
|
127 |
+
},
|
128 |
+
"unk_token": {
|
129 |
+
"content": "<unk>",
|
130 |
+
"lstrip": false,
|
131 |
+
"normalized": false,
|
132 |
+
"rstrip": false,
|
133 |
+
"single_word": false
|
134 |
+
}
|
135 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,981 @@
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1 |
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2 |
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|
3 |
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4 |
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5 |
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"content": "<EOT>",
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11 |
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13 |
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19 |
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"content": "<META_START>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": false,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<META_END>",
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806 |
+
"lstrip": false,
|
807 |
+
"normalized": false,
|
808 |
+
"rstrip": false,
|
809 |
+
"single_word": false,
|
810 |
+
"special": true
|
811 |
+
},
|
812 |
+
"65096": {
|
813 |
+
"content": "<extra_id_93>",
|
814 |
+
"lstrip": false,
|
815 |
+
"normalized": false,
|
816 |
+
"rstrip": false,
|
817 |
+
"single_word": false,
|
818 |
+
"special": true
|
819 |
+
},
|
820 |
+
"65097": {
|
821 |
+
"content": "<extra_id_94>",
|
822 |
+
"lstrip": false,
|
823 |
+
"normalized": false,
|
824 |
+
"rstrip": false,
|
825 |
+
"single_word": false,
|
826 |
+
"special": true
|
827 |
+
},
|
828 |
+
"65098": {
|
829 |
+
"content": "<extra_id_95>",
|
830 |
+
"lstrip": false,
|
831 |
+
"normalized": false,
|
832 |
+
"rstrip": false,
|
833 |
+
"single_word": false,
|
834 |
+
"special": true
|
835 |
+
},
|
836 |
+
"65099": {
|
837 |
+
"content": "<extra_id_96>",
|
838 |
+
"lstrip": false,
|
839 |
+
"normalized": false,
|
840 |
+
"rstrip": false,
|
841 |
+
"single_word": false,
|
842 |
+
"special": true
|
843 |
+
},
|
844 |
+
"65100": {
|
845 |
+
"content": "<extra_id_97>",
|
846 |
+
"lstrip": false,
|
847 |
+
"normalized": false,
|
848 |
+
"rstrip": false,
|
849 |
+
"single_word": false,
|
850 |
+
"special": true
|
851 |
+
},
|
852 |
+
"65101": {
|
853 |
+
"content": "<extra_id_98>",
|
854 |
+
"lstrip": false,
|
855 |
+
"normalized": false,
|
856 |
+
"rstrip": false,
|
857 |
+
"single_word": false,
|
858 |
+
"special": true
|
859 |
+
},
|
860 |
+
"65102": {
|
861 |
+
"content": "<extra_id_99>",
|
862 |
+
"lstrip": false,
|
863 |
+
"normalized": false,
|
864 |
+
"rstrip": false,
|
865 |
+
"single_word": false,
|
866 |
+
"special": true
|
867 |
+
}
|
868 |
+
},
|
869 |
+
"additional_special_tokens": [
|
870 |
+
"<pad>",
|
871 |
+
"</s>",
|
872 |
+
"<unk>",
|
873 |
+
"<extra_id_0>",
|
874 |
+
"<extra_id_1>",
|
875 |
+
"<extra_id_2>",
|
876 |
+
"<extra_id_3>",
|
877 |
+
"<extra_id_4>",
|
878 |
+
"<extra_id_5>",
|
879 |
+
"<extra_id_6>",
|
880 |
+
"<extra_id_7>",
|
881 |
+
"<extra_id_8>",
|
882 |
+
"<extra_id_9>",
|
883 |
+
"<extra_id_10>",
|
884 |
+
"<extra_id_11>",
|
885 |
+
"<extra_id_12>",
|
886 |
+
"<extra_id_13>",
|
887 |
+
"<extra_id_14>",
|
888 |
+
"<extra_id_15>",
|
889 |
+
"<extra_id_16>",
|
890 |
+
"<extra_id_17>",
|
891 |
+
"<extra_id_18>",
|
892 |
+
"<extra_id_19>",
|
893 |
+
"<extra_id_20>",
|
894 |
+
"<extra_id_21>",
|
895 |
+
"<extra_id_22>",
|
896 |
+
"<extra_id_23>",
|
897 |
+
"<extra_id_24>",
|
898 |
+
"<extra_id_25>",
|
899 |
+
"<extra_id_26>",
|
900 |
+
"<extra_id_27>",
|
901 |
+
"<extra_id_28>",
|
902 |
+
"<extra_id_29>",
|
903 |
+
"<extra_id_30>",
|
904 |
+
"<extra_id_31>",
|
905 |
+
"<extra_id_32>",
|
906 |
+
"<extra_id_33>",
|
907 |
+
"<extra_id_34>",
|
908 |
+
"<extra_id_35>",
|
909 |
+
"<extra_id_36>",
|
910 |
+
"<extra_id_37>",
|
911 |
+
"<extra_id_38>",
|
912 |
+
"<extra_id_39>",
|
913 |
+
"<extra_id_40>",
|
914 |
+
"<extra_id_41>",
|
915 |
+
"<extra_id_42>",
|
916 |
+
"<extra_id_43>",
|
917 |
+
"<extra_id_44>",
|
918 |
+
"<extra_id_45>",
|
919 |
+
"<extra_id_46>",
|
920 |
+
"<extra_id_47>",
|
921 |
+
"<extra_id_48>",
|
922 |
+
"<extra_id_49>",
|
923 |
+
"<extra_id_50>",
|
924 |
+
"<extra_id_51>",
|
925 |
+
"<extra_id_52>",
|
926 |
+
"<extra_id_53>",
|
927 |
+
"<extra_id_54>",
|
928 |
+
"<extra_id_55>",
|
929 |
+
"<extra_id_56>",
|
930 |
+
"<extra_id_57>",
|
931 |
+
"<extra_id_58>",
|
932 |
+
"<extra_id_59>",
|
933 |
+
"<extra_id_60>",
|
934 |
+
"<extra_id_61>",
|
935 |
+
"<extra_id_62>",
|
936 |
+
"<extra_id_63>",
|
937 |
+
"<extra_id_64>",
|
938 |
+
"<extra_id_65>",
|
939 |
+
"<extra_id_66>",
|
940 |
+
"<extra_id_67>",
|
941 |
+
"<extra_id_68>",
|
942 |
+
"<extra_id_69>",
|
943 |
+
"<extra_id_70>",
|
944 |
+
"<extra_id_71>",
|
945 |
+
"<extra_id_72>",
|
946 |
+
"<extra_id_73>",
|
947 |
+
"<extra_id_74>",
|
948 |
+
"<extra_id_75>",
|
949 |
+
"<extra_id_76>",
|
950 |
+
"<extra_id_77>",
|
951 |
+
"<extra_id_78>",
|
952 |
+
"<extra_id_79>",
|
953 |
+
"<extra_id_80>",
|
954 |
+
"<extra_id_81>",
|
955 |
+
"<extra_id_82>",
|
956 |
+
"<extra_id_83>",
|
957 |
+
"<extra_id_84>",
|
958 |
+
"<extra_id_85>",
|
959 |
+
"<extra_id_86>",
|
960 |
+
"<extra_id_87>",
|
961 |
+
"<extra_id_88>",
|
962 |
+
"<extra_id_89>",
|
963 |
+
"<extra_id_90>",
|
964 |
+
"<extra_id_91>",
|
965 |
+
"<extra_id_92>",
|
966 |
+
"<extra_id_93>",
|
967 |
+
"<extra_id_94>",
|
968 |
+
"<extra_id_95>",
|
969 |
+
"<extra_id_96>",
|
970 |
+
"<extra_id_97>",
|
971 |
+
"<extra_id_98>",
|
972 |
+
"<extra_id_99>"
|
973 |
+
],
|
974 |
+
"bos_token": "<EOT>",
|
975 |
+
"clean_up_tokenization_spaces": true,
|
976 |
+
"eos_token": "</s>",
|
977 |
+
"model_max_length": 200000,
|
978 |
+
"pad_token": "<pad>",
|
979 |
+
"tokenizer_class": "GPT2Tokenizer",
|
980 |
+
"unk_token": "<unk>"
|
981 |
+
}
|
vocab.json
ADDED
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See raw diff
|
|