Commit
•
a85cad3
1
Parent(s):
28e277a
ed08854bc5effa1441504f82af5e7326a312159b0e0c81f21e0974833451244d
Browse files- README.md +115 -0
- config.json +32 -0
- merges.txt +0 -0
- model.safetensors.index.json +0 -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 +1,115 @@
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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 |
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tags:
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| 5 |
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- code
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| 6 |
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- granite
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| 7 |
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- mlx
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| 8 |
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datasets:
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| 9 |
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- codeparrot/github-code-clean
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| 10 |
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- bigcode/starcoderdata
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| 11 |
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- open-web-math/open-web-math
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| 12 |
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- math-ai/StackMathQA
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| 13 |
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metrics:
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| 14 |
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- code_eval
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pipeline_tag: text-generation
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inference: true
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model-index:
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- name: granite-34b-code-base
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| 19 |
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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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| 25 |
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metrics:
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| 26 |
+
- type: pass@1
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| 27 |
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value: 47.2
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| 28 |
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name: pass@1
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| 29 |
+
- task:
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| 30 |
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type: text-generation
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| 31 |
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dataset:
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| 32 |
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name: MBPP+
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| 33 |
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type: evalplus/mbppplus
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| 34 |
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metrics:
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| 35 |
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- type: pass@1
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| 36 |
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value: 53.1
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| 37 |
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name: pass@1
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| 38 |
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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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value: 48.2
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| 46 |
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name: pass@1
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| 47 |
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- type: pass@1
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value: 54.9
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| 49 |
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name: pass@1
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- type: pass@1
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value: 61.6
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| 52 |
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name: pass@1
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- type: pass@1
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value: 40.2
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name: pass@1
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- type: pass@1
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value: 50.0
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| 58 |
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name: pass@1
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- type: pass@1
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value: 39.6
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| 61 |
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name: pass@1
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- type: pass@1
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value: 42.7
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| 64 |
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name: pass@1
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| 65 |
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- type: pass@1
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| 66 |
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value: 26.2
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| 67 |
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name: pass@1
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| 68 |
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- type: pass@1
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| 69 |
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value: 47.0
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| 70 |
+
name: pass@1
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| 71 |
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- type: pass@1
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| 72 |
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value: 26.8
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| 73 |
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name: pass@1
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| 74 |
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- type: pass@1
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| 75 |
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value: 36.6
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| 76 |
+
name: pass@1
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| 77 |
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- type: pass@1
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| 78 |
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value: 25.0
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| 79 |
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name: pass@1
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| 80 |
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- type: pass@1
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| 81 |
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value: 20.1
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| 82 |
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name: pass@1
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| 83 |
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- type: pass@1
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| 84 |
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value: 30.5
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| 85 |
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name: pass@1
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| 86 |
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- type: pass@1
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| 87 |
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value: 40.9
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| 88 |
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name: pass@1
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- type: pass@1
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| 90 |
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value: 34.1
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| 91 |
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name: pass@1
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- type: pass@1
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| 93 |
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value: 39.0
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| 94 |
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name: pass@1
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- type: pass@1
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value: 12.2
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name: pass@1
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---
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# mlx-community/granite-34b-code-base-8bit
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The Model [mlx-community/granite-34b-code-base-8bit](https://huggingface.co/mlx-community/granite-34b-code-base-8bit) was converted to MLX format from [ibm-granite/granite-34b-code-base](https://huggingface.co/ibm-granite/granite-34b-code-base) using mlx-lm version **0.13.0**.
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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-34b-code-base-8bit")
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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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"activation_function": "gelu_pytorch_tanh",
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"architectures": [
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"GPTBigCodeForCausalLM"
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],
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"attention_softmax_in_fp32": true,
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"attn_pdrop": 0.1,
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"bos_token_id": 0,
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"embd_pdrop": 0.1,
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"eos_token_id": 0,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt_bigcode",
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"multi_query": true,
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"n_embd": 6144,
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"n_head": 48,
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"n_inner": 24576,
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"n_layer": 88,
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"n_positions": 8192,
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"pad_token_id": 0,
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"quantization": {
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"group_size": 64,
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"bits": 8
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},
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"resid_pdrop": 0.1,
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"scale_attention_softmax_in_fp32": true,
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"scale_attn_weights": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.1",
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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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See raw diff
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model.safetensors.index.json
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|endoftext|>",
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| 4 |
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"<fim_prefix>",
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"<fim_middle>",
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| 6 |
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"<fim_suffix>",
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| 7 |
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"<fim_pad>",
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| 8 |
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"<filename>",
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| 9 |
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"<gh_stars>",
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| 10 |
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"<issue_start>",
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| 11 |
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"<issue_comment>",
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| 12 |
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"<issue_closed>",
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| 13 |
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"<jupyter_start>",
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| 14 |
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"<jupyter_text>",
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| 15 |
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"<jupyter_code>",
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| 16 |
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"<jupyter_output>",
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| 17 |
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"<empty_output>",
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| 18 |
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"<commit_before>",
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| 19 |
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"<commit_msg>",
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| 20 |
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"<commit_after>",
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"<reponame>"
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| 22 |
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],
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| 23 |
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"bos_token": {
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| 24 |
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"content": "<|endoftext|>",
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| 25 |
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"lstrip": false,
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| 26 |
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"normalized": false,
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| 27 |
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"rstrip": false,
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| 28 |
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"single_word": false
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| 29 |
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},
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| 30 |
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"eos_token": {
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| 31 |
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"content": "<|endoftext|>",
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| 32 |
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"lstrip": false,
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| 33 |
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"normalized": false,
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| 34 |
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"rstrip": false,
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| 35 |
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"single_word": false
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},
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| 37 |
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"pad_token": {
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| 38 |
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"content": "<|endoftext|>",
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| 39 |
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"lstrip": false,
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| 40 |
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"normalized": false,
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| 41 |
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"rstrip": false,
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| 42 |
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"single_word": false
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},
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| 44 |
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"unk_token": {
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| 45 |
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"content": "<|endoftext|>",
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| 46 |
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"lstrip": false,
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| 47 |
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"normalized": false,
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| 48 |
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"rstrip": false,
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| 49 |
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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"content": "<|endoftext|>",
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| 6 |
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"lstrip": false,
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| 7 |
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"normalized": false,
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"rstrip": false,
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| 9 |
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"single_word": false,
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| 10 |
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"special": true
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| 11 |
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},
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| 12 |
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"1": {
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| 13 |
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"content": "<fim_prefix>",
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| 14 |
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"lstrip": false,
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| 15 |
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"normalized": false,
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"rstrip": false,
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| 17 |
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"single_word": false,
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"special": true
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| 19 |
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},
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| 20 |
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"2": {
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"content": "<fim_middle>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 25 |
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"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 |
+
"clean_up_tokenization_spaces": true,
|
| 180 |
+
"eos_token": "<|endoftext|>",
|
| 181 |
+
"model_max_length": 8192,
|
| 182 |
+
"pad_token": "<|endoftext|>",
|
| 183 |
+
"padding_side": "left",
|
| 184 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 185 |
+
"unk_token": "<|endoftext|>",
|
| 186 |
+
"vocab_size": 49152
|
| 187 |
+
}
|
vocab.json
ADDED
|
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|
|
|