Commit
•
9793bc9
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Parent(s):
342e662
Upload folder using huggingface_hub (#1)
Browse files- 1a51594466a06ca41984991f23db902abd3bc71a084a69565f0ede2f1252c04c (d1098f05cfa2b82ad8cb7a373786a0debd7a1159)
- 5e5c60ff10777cab74197ed96f74fc16d667cd456a703cea21ec625aa92e7c61 (9aa5855840c215ef5ec129f6d07db53cd1329c3e)
- README.md +114 -0
- config.json +33 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- model.safetensors.index.json +1091 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +187 -0
- vocab.json +0 -0
README.md
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@@ -0,0 +1,114 @@
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1 |
+
---
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2 |
+
license: apache-2.0
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3 |
+
library_name: transformers
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4 |
+
tags:
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+
- code
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6 |
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- mlx
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datasets:
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- codeparrot/github-code-clean
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- bigcode/starcoderdata
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- open-web-math/open-web-math
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- math-ai/StackMathQA
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metrics:
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- code_eval
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pipeline_tag: text-generation
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inference: false
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+
model-index:
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- name: granite-8b-code-base
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results:
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+
- task:
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type: text-generation
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dataset:
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name: MBPP
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type: mbpp
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metrics:
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- type: pass@1
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value: 42.2
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name: pass@1
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+
- task:
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type: text-generation
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dataset:
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name: MBPP+
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type: evalplus/mbppplus
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metrics:
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- type: pass@1
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35 |
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value: 49.6
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+
name: pass@1
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+
- task:
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type: text-generation
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dataset:
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name: HumanEvalSynthesis(Python)
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type: bigcode/humanevalpack
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metrics:
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- type: pass@1
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44 |
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value: 43.9
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45 |
+
name: pass@1
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46 |
+
- type: pass@1
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47 |
+
value: 52.4
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48 |
+
name: pass@1
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49 |
+
- type: pass@1
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50 |
+
value: 56.1
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51 |
+
name: pass@1
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+
- type: pass@1
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53 |
+
value: 31.7
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54 |
+
name: pass@1
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+
- type: pass@1
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value: 43.9
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+
name: pass@1
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+
- type: pass@1
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+
value: 32.9
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+
name: pass@1
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+
- type: pass@1
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62 |
+
value: 23.5
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63 |
+
name: pass@1
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+
- type: pass@1
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65 |
+
value: 32.3
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66 |
+
name: pass@1
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+
- type: pass@1
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68 |
+
value: 25.0
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69 |
+
name: pass@1
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+
- type: pass@1
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+
value: 23.2
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72 |
+
name: pass@1
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+
- type: pass@1
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+
value: 28.0
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75 |
+
name: pass@1
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+
- type: pass@1
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value: 19.5
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78 |
+
name: pass@1
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+
- type: pass@1
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+
value: 22.6
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81 |
+
name: pass@1
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+
- type: pass@1
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+
value: 35.4
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84 |
+
name: pass@1
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+
- type: pass@1
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+
value: 38.4
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+
name: pass@1
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+
- type: pass@1
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+
value: 37.2
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+
name: pass@1
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+
- type: pass@1
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+
value: 28.7
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+
name: pass@1
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- type: pass@1
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value: 15.2
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+
name: pass@1
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+
---
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+
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# mlx-community/granite-8b-code-base-4bit
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The Model [mlx-community/granite-8b-code-base-4bit](https://huggingface.co/mlx-community/granite-8b-code-base-4bit) was converted to MLX format from [ibm-granite/granite-8b-code-base](https://huggingface.co/ibm-granite/granite-8b-code-base) using mlx-lm version **0.12.0**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("mlx-community/granite-8b-code-base-4bit")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": true,
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 4096,
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"mlp_bias": true,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 36,
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"num_key_value_heads": 8,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"quantization": {
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"group_size": 64,
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"bits": 4
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},
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000,
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.41.0.dev0",
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"use_cache": true,
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"vocab_size": 49152
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0fc9cf9186611df68b4c99d4a17cb12143b214b90dbcf72b8ba6e57dabf40ae4
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+
size 4533664567
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model.safetensors.index.json
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special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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1 |
+
{
|
2 |
+
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|
3 |
+
"<|endoftext|>",
|
4 |
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|
5 |
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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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|
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|
51 |
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|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
@@ -0,0 +1,187 @@
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|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|