prince-canuma commited on
Commit
b54f0de
1 Parent(s): e7de166

Upload folder using huggingface_hub (#1)

Browse files

- bfbe11ca15d9fb713780aac5245f5d5509227ca2b94188bcb1aa6c835c3af9eb (2cf06fad10a01bf59d9345a5e8e34365f4e40307)
- 7bab8d94898c9b22c5aa77143aa7fed2a584e9efc3bac7c86aae59ae8cd2c49a (8134183a299f7ecc654c9e213f39cc337328ec4b)
- 5ca61a6200f6ef86477b6fe1f45e852ef094aab6faaac702bed59249457fa2df (3041f18d0da8f8f5525049d1d6f01fd6c48cfd71)
- 9f78dbc3144d3ee6f41f7ac0d0d22a2bcbeb28b5e9f7cfac90f3c2da191c7600 (e754abc6592745b0d0921e5a94f680c941381801)
- 47730bef7623c762fb31498b0b9e343f6e524c1473f6cc4d3c8fdb14d5e7f411 (726a94f01aaa9540d54823e334e8cf85eb60851e)

README.md ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ library_name: transformers
4
+ tags:
5
+ - code
6
+ - granite
7
+ - mlx
8
+ base_model: ibm-granite/granite-34b-code-base
9
+ datasets:
10
+ - bigcode/commitpackft
11
+ - TIGER-Lab/MathInstruct
12
+ - meta-math/MetaMathQA
13
+ - glaiveai/glaive-code-assistant-v3
14
+ - glaive-function-calling-v2
15
+ - bugdaryan/sql-create-context-instruction
16
+ - garage-bAInd/Open-Platypus
17
+ - nvidia/HelpSteer
18
+ metrics:
19
+ - code_eval
20
+ pipeline_tag: text-generation
21
+ inference: true
22
+ model-index:
23
+ - name: granite-34b-code-instruct
24
+ results:
25
+ - task:
26
+ type: text-generation
27
+ dataset:
28
+ name: HumanEvalSynthesis(Python)
29
+ type: bigcode/humanevalpack
30
+ metrics:
31
+ - type: pass@1
32
+ value: 62.2
33
+ name: pass@1
34
+ - type: pass@1
35
+ value: 56.7
36
+ name: pass@1
37
+ - type: pass@1
38
+ value: 62.8
39
+ name: pass@1
40
+ - type: pass@1
41
+ value: 47.6
42
+ name: pass@1
43
+ - type: pass@1
44
+ value: 57.9
45
+ name: pass@1
46
+ - type: pass@1
47
+ value: 41.5
48
+ name: pass@1
49
+ - type: pass@1
50
+ value: 53.0
51
+ name: pass@1
52
+ - type: pass@1
53
+ value: 45.1
54
+ name: pass@1
55
+ - type: pass@1
56
+ value: 50.6
57
+ name: pass@1
58
+ - type: pass@1
59
+ value: 36.0
60
+ name: pass@1
61
+ - type: pass@1
62
+ value: 42.7
63
+ name: pass@1
64
+ - type: pass@1
65
+ value: 23.8
66
+ name: pass@1
67
+ - type: pass@1
68
+ value: 54.9
69
+ name: pass@1
70
+ - type: pass@1
71
+ value: 47.6
72
+ name: pass@1
73
+ - type: pass@1
74
+ value: 55.5
75
+ name: pass@1
76
+ - type: pass@1
77
+ value: 51.2
78
+ name: pass@1
79
+ - type: pass@1
80
+ value: 47.0
81
+ name: pass@1
82
+ - type: pass@1
83
+ value: 45.1
84
+ name: pass@1
85
+ ---
86
+
87
+ # mlx-community/granite-34b-code-instruct-4bit
88
+
89
+ The Model [mlx-community/granite-34b-code-instruct-4bit](https://huggingface.co/mlx-community/granite-34b-code-instruct-4bit) was converted to MLX format from [ibm-granite/granite-34b-code-instruct](https://huggingface.co/ibm-granite/granite-34b-code-instruct) using mlx-lm version **0.13.0**.
90
+
91
+ ## Use with mlx
92
+
93
+ ```bash
94
+ pip install mlx-lm
95
+ ```
96
+
97
+ ```python
98
+ from mlx_lm import load, generate
99
+
100
+ model, tokenizer = load("mlx-community/granite-34b-code-instruct-4bit")
101
+ response = generate(model, tokenizer, prompt="hello", verbose=True)
102
+ ```
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_function": "gelu_pytorch_tanh",
3
+ "architectures": [
4
+ "GPTBigCodeForCausalLM"
5
+ ],
6
+ "attention_softmax_in_fp32": true,
7
+ "attn_pdrop": 0.1,
8
+ "bos_token_id": 0,
9
+ "embd_pdrop": 0.1,
10
+ "eos_token_id": 0,
11
+ "initializer_range": 0.02,
12
+ "layer_norm_epsilon": 1e-05,
13
+ "model_type": "gpt_bigcode",
14
+ "multi_query": true,
15
+ "n_embd": 6144,
16
+ "n_head": 48,
17
+ "n_inner": 24576,
18
+ "n_layer": 88,
19
+ "n_positions": 8192,
20
+ "pad_token_id": 0,
21
+ "quantization": {
22
+ "group_size": 64,
23
+ "bits": 4
24
+ },
25
+ "resid_pdrop": 0.1,
26
+ "scale_attention_softmax_in_fp32": true,
27
+ "scale_attn_weights": true,
28
+ "torch_dtype": "bfloat16",
29
+ "transformers_version": "4.41.0.dev0",
30
+ "use_cache": true,
31
+ "vocab_size": 49152
32
+ }
merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
model-00001-of-00004.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:432ada8fab674df9576108bce3e3cdc5acc40256e27c1920fe13c3b2e278fa9d
3
+ size 5362180081
model-00002-of-00004.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0bbb6a4086dbf36566ed21aba7c3238ca93c5f0144f2efd3b207d9191760ae7
3
+ size 5333980027
model-00003-of-00004.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07501758b13c75a9e05daaa65b244afdcf54bae30f14a55e70c291531562b2fa
3
+ size 5333980031
model-00004-of-00004.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a6c1b9369756a00964c4542cf8f7c6a7eb941ca3b7de0477084feb30dbb4860
3
+ size 2943675388
model.safetensors.index.json ADDED
The diff for this file is too large to render. See raw diff
 
special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<|endoftext|>",
4
+ "<fim_prefix>",
5
+ "<fim_middle>",
6
+ "<fim_suffix>",
7
+ "<fim_pad>",
8
+ "<filename>",
9
+ "<gh_stars>",
10
+ "<issue_start>",
11
+ "<issue_comment>",
12
+ "<issue_closed>",
13
+ "<jupyter_start>",
14
+ "<jupyter_text>",
15
+ "<jupyter_code>",
16
+ "<jupyter_output>",
17
+ "<empty_output>",
18
+ "<commit_before>",
19
+ "<commit_msg>",
20
+ "<commit_after>",
21
+ "<reponame>"
22
+ ],
23
+ "bos_token": {
24
+ "content": "<|endoftext|>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "eos_token": {
31
+ "content": "<|endoftext|>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "pad_token": {
38
+ "content": "<|endoftext|>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<|endoftext|>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,188 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<|endoftext|>",
6
+ "lstrip": false,
7
+ "normalized": false,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<fim_prefix>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "<fim_middle>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<fim_suffix>",
30
+ "lstrip": false,
31
+ "normalized": false,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "4": {
37
+ "content": "<fim_pad>",
38
+ "lstrip": false,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ },
44
+ "5": {
45
+ "content": "<filename>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false,
50
+ "special": true
51
+ },
52
+ "6": {
53
+ "content": "<gh_stars>",
54
+ "lstrip": false,
55
+ "normalized": false,
56
+ "rstrip": false,
57
+ "single_word": false,
58
+ "special": true
59
+ },
60
+ "7": {
61
+ "content": "<issue_start>",
62
+ "lstrip": false,
63
+ "normalized": false,
64
+ "rstrip": false,
65
+ "single_word": false,
66
+ "special": true
67
+ },
68
+ "8": {
69
+ "content": "<issue_comment>",
70
+ "lstrip": false,
71
+ "normalized": false,
72
+ "rstrip": false,
73
+ "single_word": false,
74
+ "special": true
75
+ },
76
+ "9": {
77
+ "content": "<issue_closed>",
78
+ "lstrip": false,
79
+ "normalized": false,
80
+ "rstrip": false,
81
+ "single_word": false,
82
+ "special": true
83
+ },
84
+ "10": {
85
+ "content": "<jupyter_start>",
86
+ "lstrip": false,
87
+ "normalized": false,
88
+ "rstrip": false,
89
+ "single_word": false,
90
+ "special": true
91
+ },
92
+ "11": {
93
+ "content": "<jupyter_text>",
94
+ "lstrip": false,
95
+ "normalized": false,
96
+ "rstrip": false,
97
+ "single_word": false,
98
+ "special": true
99
+ },
100
+ "12": {
101
+ "content": "<jupyter_code>",
102
+ "lstrip": false,
103
+ "normalized": false,
104
+ "rstrip": false,
105
+ "single_word": false,
106
+ "special": true
107
+ },
108
+ "13": {
109
+ "content": "<jupyter_output>",
110
+ "lstrip": false,
111
+ "normalized": false,
112
+ "rstrip": false,
113
+ "single_word": false,
114
+ "special": true
115
+ },
116
+ "14": {
117
+ "content": "<empty_output>",
118
+ "lstrip": false,
119
+ "normalized": false,
120
+ "rstrip": false,
121
+ "single_word": false,
122
+ "special": true
123
+ },
124
+ "15": {
125
+ "content": "<commit_before>",
126
+ "lstrip": false,
127
+ "normalized": false,
128
+ "rstrip": false,
129
+ "single_word": false,
130
+ "special": true
131
+ },
132
+ "16": {
133
+ "content": "<commit_msg>",
134
+ "lstrip": false,
135
+ "normalized": false,
136
+ "rstrip": false,
137
+ "single_word": false,
138
+ "special": true
139
+ },
140
+ "17": {
141
+ "content": "<commit_after>",
142
+ "lstrip": false,
143
+ "normalized": false,
144
+ "rstrip": false,
145
+ "single_word": false,
146
+ "special": true
147
+ },
148
+ "18": {
149
+ "content": "<reponame>",
150
+ "lstrip": false,
151
+ "normalized": false,
152
+ "rstrip": false,
153
+ "single_word": false,
154
+ "special": true
155
+ }
156
+ },
157
+ "additional_special_tokens": [
158
+ "<|endoftext|>",
159
+ "<fim_prefix>",
160
+ "<fim_middle>",
161
+ "<fim_suffix>",
162
+ "<fim_pad>",
163
+ "<filename>",
164
+ "<gh_stars>",
165
+ "<issue_start>",
166
+ "<issue_comment>",
167
+ "<issue_closed>",
168
+ "<jupyter_start>",
169
+ "<jupyter_text>",
170
+ "<jupyter_code>",
171
+ "<jupyter_output>",
172
+ "<empty_output>",
173
+ "<commit_before>",
174
+ "<commit_msg>",
175
+ "<commit_after>",
176
+ "<reponame>"
177
+ ],
178
+ "bos_token": "<|endoftext|>",
179
+ "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ 'Question:\n' + message['content'] + '\n\n' }}{% elif message['role'] == 'system' %}\n{{ 'System:\n' + message['content'] + '\n\n' }}{% elif message['role'] == 'assistant' %}{{ 'Answer:\n' + message['content'] + '\n\n' }}{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ 'Answer:\n' }}{% endif %}{% endfor %}",
180
+ "clean_up_tokenization_spaces": true,
181
+ "eos_token": "<|endoftext|>",
182
+ "model_max_length": 9223372036854775807,
183
+ "pad_token": "<|endoftext|>",
184
+ "padding_side": "left",
185
+ "tokenizer_class": "GPT2Tokenizer",
186
+ "unk_token": "<|endoftext|>",
187
+ "vocab_size": 49152
188
+ }
vocab.json ADDED
The diff for this file is too large to render. See raw diff