初始化项目，由ModelHub XC社区提供模型
Model: mlx-community/Mellum-4b-base Source: Original Platform
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ModelHub XC
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README.md
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README.md
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---
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license: apache-2.0
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datasets:
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- bigcode/the-stack
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- bigcode/the-stack-v2
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- bigcode/starcoderdata
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- bigcode/commitpack
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library_name: mlx
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tags:
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- code
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- mlx
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base_model: JetBrains/Mellum-4b-base
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pipeline_tag: text-generation
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model-index:
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- name: Mellum-4b-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: RepoBench 1.1 (Python)
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type: tianyang/repobench_python_v1.1
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metrics:
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- type: exact_match
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value: 0.2591
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name: EM
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||||
verified: false
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- type: exact_match
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||||
value: 0.2797
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||||
name: EM ≤ 8k
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verified: false
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- type: exact_match
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||||
value: 0.282
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||||
name: EM
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||||
verified: false
|
||||
- type: exact_match
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||||
value: 0.2795
|
||||
name: EM
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||||
verified: false
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||||
- type: exact_match
|
||||
value: 0.2777
|
||||
name: EM
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||||
verified: false
|
||||
- type: exact_match
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||||
value: 0.2453
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||||
name: EM
|
||||
verified: false
|
||||
- type: exact_match
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||||
value: 0.211
|
||||
name: EM
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||||
verified: false
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- task:
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type: text-generation
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dataset:
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name: RepoBench 1.1 (Java)
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type: tianyang/repobench_java_v1.1
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metrics:
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- type: exact_match
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value: 0.2858
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||||
name: EM
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||||
verified: false
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- type: exact_match
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||||
value: 0.3108
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name: EM ≤ 8k
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verified: false
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- type: exact_match
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||||
value: 0.3202
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||||
name: EM
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||||
verified: false
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||||
- type: exact_match
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||||
value: 0.3212
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||||
name: EM
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||||
verified: false
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||||
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||||
value: 0.291
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||||
name: EM
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||||
verified: false
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||||
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||||
value: 0.2492
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||||
name: EM
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||||
verified: false
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||||
- type: exact_match
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||||
value: 0.2474
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name: EM
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||||
verified: false
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- task:
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type: text-generation
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dataset:
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name: SAFIM
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type: gonglinyuan/safim
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metrics:
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- type: pass@1
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||||
value: 0.3811
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||||
name: pass@1
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||||
verified: false
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||||
- type: pass@1
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||||
value: 0.253
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||||
name: pass@1
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||||
verified: false
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||||
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||||
value: 0.3839
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||||
name: pass@1
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||||
verified: false
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||||
- type: pass@1
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||||
value: 0.5065
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name: pass@1
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verified: false
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- task:
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type: text-generation
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dataset:
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name: HumanEval Infilling (Single-Line)
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type: loubnabnl/humaneval_infilling
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metrics:
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- type: pass@1
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||||
value: 0.6621
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||||
name: pass@1
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||||
verified: false
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||||
- type: pass@1
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||||
value: 0.3852
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||||
name: pass@1
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||||
verified: false
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||||
- type: pass@1
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||||
value: 0.2969
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||||
name: pass@1
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verified: false
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---
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# mlx-community/Mellum-4b-base
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This model [mlx-community/Mellum-4b-base](https://huggingface.co/mlx-community/Mellum-4b-base) was
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converted to MLX format from [JetBrains/Mellum-4b-base](https://huggingface.co/JetBrains/Mellum-4b-base)
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using mlx-lm version **0.25.2**.
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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/Mellum-4b-base")
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prompt = "hello"
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if tokenizer.chat_template is not None:
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messages = [{"role": "user", "content": prompt}]
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prompt = tokenizer.apply_chat_template(
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messages, add_generation_prompt=True
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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config.json
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"initializer_range": 0.02,
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"intermediate_size": 8256,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 24,
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"num_hidden_layers": 30,
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"num_key_value_heads": 24,
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"pretraining_tp": 1,
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"rope_scaling": null,
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.51.3",
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"use_cache": true,
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"vocab_size": 98304
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}
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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generation_config.json
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58
special_tokens_map.json
Normal file
58
special_tokens_map.json
Normal file
@@ -0,0 +1,58 @@
|
||||
{
|
||||
"additional_special_tokens": [
|
||||
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||||
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||||
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||||
"</think>",
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||||
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|
||||
"<assistant>",
|
||||
"<jupyter_text>",
|
||||
"<fim_middle>",
|
||||
"</assistant>",
|
||||
"<jupyter_code>",
|
||||
"<user>",
|
||||
"<filename>",
|
||||
"<think>",
|
||||
"<fim_suffix>",
|
||||
"<fim_prefix>",
|
||||
"<commit_msg>",
|
||||
"<fim_pad>",
|
||||
"<system>",
|
||||
"<issue_comment>",
|
||||
"<reponame>",
|
||||
"<jupyter_start>",
|
||||
"<issue_closed>",
|
||||
"<commit_before>",
|
||||
"<empty_output>",
|
||||
"<jupyter_output>",
|
||||
"</user>"
|
||||
],
|
||||
"bos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:9fa1151bc9cc1c9f133845e8100c91fbd7746f9f4abe69888c2ddc9f771978b0
|
||||
size 7030308
|
||||
259
tokenizer_config.json
Normal file
259
tokenizer_config.json
Normal file
@@ -0,0 +1,259 @@
|
||||
{
|
||||
"add_bos_token": false,
|
||||
"add_prefix_space": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<fim_prefix>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "<fim_middle>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"3": {
|
||||
"content": "<fim_suffix>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"4": {
|
||||
"content": "<fim_pad>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"5": {
|
||||
"content": "<filename>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"6": {
|
||||
"content": "<gh_stars>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"7": {
|
||||
"content": "<issue_start>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"8": {
|
||||
"content": "<issue_comment>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"9": {
|
||||
"content": "<issue_closed>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"10": {
|
||||
"content": "<jupyter_start>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"11": {
|
||||
"content": "<jupyter_text>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"12": {
|
||||
"content": "<jupyter_code>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"13": {
|
||||
"content": "<jupyter_output>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"14": {
|
||||
"content": "<empty_output>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"15": {
|
||||
"content": "<commit_before>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"16": {
|
||||
"content": "<commit_msg>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"17": {
|
||||
"content": "<commit_after>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"18": {
|
||||
"content": "<reponame>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"19": {
|
||||
"content": "<system>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"20": {
|
||||
"content": "</system>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"21": {
|
||||
"content": "<user>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"22": {
|
||||
"content": "</user>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"23": {
|
||||
"content": "<assistant>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"24": {
|
||||
"content": "</assistant>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"25": {
|
||||
"content": "<think>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"26": {
|
||||
"content": "</think>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [
|
||||
"<gh_stars>",
|
||||
"</system>",
|
||||
"<issue_start>",
|
||||
"</think>",
|
||||
"<commit_after>",
|
||||
"<assistant>",
|
||||
"<jupyter_text>",
|
||||
"<fim_middle>",
|
||||
"</assistant>",
|
||||
"<jupyter_code>",
|
||||
"<user>",
|
||||
"<filename>",
|
||||
"<think>",
|
||||
"<fim_suffix>",
|
||||
"<fim_prefix>",
|
||||
"<commit_msg>",
|
||||
"<fim_pad>",
|
||||
"<system>",
|
||||
"<issue_comment>",
|
||||
"<reponame>",
|
||||
"<jupyter_start>",
|
||||
"<issue_closed>",
|
||||
"<commit_before>",
|
||||
"<empty_output>",
|
||||
"<jupyter_output>",
|
||||
"</user>"
|
||||
],
|
||||
"bos_token": "<|endoftext|>",
|
||||
"clean_up_tokenization_spaces": true,
|
||||
"eos_token": "<|endoftext|>",
|
||||
"errors": "replace",
|
||||
"extra_special_tokens": {},
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "<|endoftext|>",
|
||||
"tokenizer_class": "GPT2Tokenizer",
|
||||
"unk_token": "<|endoftext|>"
|
||||
}
|
||||
1
vocab.json
Normal file
1
vocab.json
Normal file
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user