Add files using upload-large-folder tool
Browse files- README.md +35 -0
- chat_template.jinja +139 -0
- config.json +69 -0
- generation_config.json +11 -0
- model.safetensors +3 -0
- model.safetensors.index.json +912 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +0 -0
README.md
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---
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base_model: tencent/Hunyuan-4B-Instruct
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library_name: mlx
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pipeline_tag: text-generation
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tags:
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- mlx
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---
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# mlx-community/Hunyuan-4B-Instruct-4bit
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This model [mlx-community/Hunyuan-4B-Instruct-4bit](https://huggingface.co/mlx-community/Hunyuan-4B-Instruct-4bit) was
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converted to MLX format from [tencent/Hunyuan-4B-Instruct](https://huggingface.co/tencent/Hunyuan-4B-Instruct)
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using mlx-lm version **0.26.2**.
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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/Hunyuan-4B-Instruct-4bit")
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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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chat_template.jinja
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{%- if not add_generation_prompt is defined %}
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{%- set add_generation_prompt = false %}
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{%- endif %}
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{%- set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='', is_first_sp=true, is_first_user=true, is_last_user=false) %}
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{%- for message in messages %}
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{%- if message['role'] == 'system' %}
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{%- if ns.is_first_sp %}
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{%- set ns.system_prompt = ns.system_prompt + message['content'] %}
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{%- set ns.is_first_sp = false %}
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{%- else %}
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{% set ns.system_prompt = ns.system_prompt + '
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' + message['content'] %}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{{- bos_token }}
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{{- ns.system_prompt }}
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{%- if tools %}
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{%- if ns.system_prompt != '' %}
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{{- '
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# Tools
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You may call one or more functions to assist with the user query.' }}
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{%- else %}
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{{- '# Tools
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You may call one or more functions to assist with the user query.' }}
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{%- endif %}
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{{- '
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You are provided with function signatures within <tools></tools> XML tags:' }}
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{{- '
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<tools>
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' }}
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{%- for tool in tools %}
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{%- if loop.index0 > 1 %}
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{{- '
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' }}
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{%- endif %}
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{{- tool | tojson }}
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{%- endfor %}
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{{- '
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</tools>
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' }}
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{{- 'For function call returns, you should first print <tool_calls>' }}
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{{- 'For each function call, you should return object like:
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' }}
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{{- '<tool_call>function_name
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```json
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function_arguments_in_json_format
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```</tool_call>' }}
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{{- 'At the end of function call returns, you should print </tool_calls>' }}
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{%- endif %}
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{%- if ns.system_prompt != '' or tools %}
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{{- '<｜hy_place▁holder▁no▁3｜>' }}
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{%- endif %}
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{%- for message in messages %}
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{%- if message['role'] == 'user' %}
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{%- set ns.is_tool = false %}
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{%- set ns.is_first = false %}
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{%- set ns.is_last_user = true %}
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{{- '<｜hy_User｜>' + message['content'] + '<｜hy_Assistant｜>' }}
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{%- endif %}
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{%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}
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{%- set ns.is_last_user = false %}
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{%- if ns.is_tool %}
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{{- '</tool_responses>' + '<｜hy_Assistant｜>' }}
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{%- endif %}
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{%- set ns.is_first = false %}
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{%- set ns.is_tool = false %}
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{%- set ns.is_output_first = true %}
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{%- for tool in message['tool_calls'] %}
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{%- set arguments = tool['function']['arguments'] %}
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{%- if arguments is not string %}
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{%- set arguments = arguments | tojson %}
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{%- endif %}
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{%- if not ns.is_first %}
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{%- if message['content'] is none %}
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{{- '<tool_calls><tool_call>' + tool['function']['name'] + '
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' + '```json' + '
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' + arguments + '
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' + '```' + '</tool_call>' }}
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{%- else %}
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{{- message['content'] + '<tool_calls><tool_call>' + tool['function']['name'] + '
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' + '```json' + '
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' + arguments + '
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' + '```' + '</tool_call>' }}
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{%- endif %}
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{%- set ns.is_first = true %}
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{%- else %}
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{{- '
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' + '<tool_call>' + tool['function']['name'] + '
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' + '```json' + '
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' + arguments + '
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' + '```' + '</tool_call>' }}
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{%- endif %}
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{%- endfor %}
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{{- '</tool_calls>' + eos_token }}
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{%- endif %}
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{%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}
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{%- set content = message['content'] %}
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{%- if '<answer>' in content and not loop.last %}
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{%- set content = content.split('<answer>')[-1].strip('</answer>').strip() %}
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{%- endif %}
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{%- set ns.is_last_user = false %}
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{%- if ns.is_tool %}
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{{- '</tool_responses>' + '<｜hy_Assistant｜>' + content + eos_token }}
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{%- set ns.is_tool = false %}
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{%- else %}
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{{- content + eos_token }}
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{%- endif %}
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{%- endif %}
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{%- if message['role'] == 'tool' %}
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{%- set ns.is_last_user = false %}
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{%- set ns.is_tool = true %}
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{%- if ns.is_output_first %}
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{{- '<｜hy_User｜>' + '<tool_responses><tool_response>' + message['content'] + '</tool_response>' }}
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{%- set ns.is_output_first = false %}
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{%- else %}
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{{- '
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<tool_response>' + message['content'] + '</tool_response>' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if ns.is_tool %}
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{{- '</tool_responses>' + '<｜hy_Assistant｜>' }}
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{%- endif %}
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{%- if add_generation_prompt and not ns.is_last_user and not ns.is_tool %}
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{{- '<｜hy_Assistant｜>' }}
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{%- endif %}
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{%- if enable_thinking is defined and not enable_thinking %}
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{{- '<think>
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</think>
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' }}
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{%- endif %}
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config.json
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{
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| 2 |
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"add_classification_head": false,
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| 3 |
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"architectures": [
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"HunYuanDenseV1ForCausalLM"
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| 5 |
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],
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| 6 |
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"attention_bias": false,
|
| 7 |
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"attention_dropout": 0.0,
|
| 8 |
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"attention_head_dim": 128,
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| 9 |
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"bos_token_id": 1,
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| 10 |
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"cla_share_factor": 2,
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| 11 |
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"class_num": 0,
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| 12 |
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"dense_list": [
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| 13 |
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3072,
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| 14 |
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0
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| 15 |
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],
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| 16 |
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"eod_token_id": 120026,
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| 17 |
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"eos_token_id": 120020,
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| 18 |
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"head_dim": 128,
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| 19 |
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"hidden_act": "silu",
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| 20 |
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"hidden_size": 3072,
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| 21 |
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"im_end_id": 5,
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| 22 |
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"im_newline_id": 11,
|
| 23 |
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"im_start_id": 4,
|
| 24 |
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"initializer_range": 0.02,
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| 25 |
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"intermediate_size": 8192,
|
| 26 |
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"mask_init_id": 12,
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| 27 |
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"max_position_embeddings": 262144,
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| 28 |
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"mlp_bias": false,
|
| 29 |
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"model_type": "hunyuan_v1_dense",
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| 30 |
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"norm_type": "rms",
|
| 31 |
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"num_attention_heads": 32,
|
| 32 |
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"num_hidden_layers": 36,
|
| 33 |
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"num_key_value_heads": 8,
|
| 34 |
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"org_vocab_size": 120818,
|
| 35 |
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"pad_id": 120002,
|
| 36 |
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"pad_token_id": 120002,
|
| 37 |
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"pool_type": "last",
|
| 38 |
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"pretraining_tp": 1,
|
| 39 |
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"quantization": {
|
| 40 |
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"group_size": 64,
|
| 41 |
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"bits": 4
|
| 42 |
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},
|
| 43 |
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"quantization_config": {
|
| 44 |
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"group_size": 64,
|
| 45 |
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"bits": 4
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| 46 |
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},
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| 47 |
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"rms_norm_eps": 1e-05,
|
| 48 |
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"rope_scaling": {
|
| 49 |
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"alpha": 1000.0,
|
| 50 |
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"beta_fast": 32,
|
| 51 |
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"beta_slow": 1,
|
| 52 |
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"factor": 1.0,
|
| 53 |
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"mscale": 1.0,
|
| 54 |
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"mscale_all_dim": 1.0,
|
| 55 |
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"type": "dynamic"
|
| 56 |
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},
|
| 57 |
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"rope_theta": 10000.0,
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| 58 |
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"sep_token_id": 120007,
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| 59 |
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"text_end_id": 7,
|
| 60 |
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"text_start_id": 6,
|
| 61 |
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"tie_word_embeddings": true,
|
| 62 |
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"torch_dtype": "bfloat16",
|
| 63 |
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"transformers_version": "4.41.2",
|
| 64 |
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"use_cache": true,
|
| 65 |
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"use_cla": false,
|
| 66 |
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"use_qk_norm": true,
|
| 67 |
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"use_rotary_pos_emb": true,
|
| 68 |
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"vocab_size": 120818
|
| 69 |
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}
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generation_config.json
ADDED
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@@ -0,0 +1,11 @@
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{
|
| 2 |
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"bos_token_id": 120000,
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| 3 |
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"eos_token_id": 120020,
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| 4 |
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"pad_token_id": 120002,
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| 5 |
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"do_sample": true,
|
| 6 |
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"top_k": 20,
|
| 7 |
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"top_p": 0.8,
|
| 8 |
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"repetition_penalty": 1.05,
|
| 9 |
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"temperature": 0.7,
|
| 10 |
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"transformers_version": "4.52.4"
|
| 11 |
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}
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model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:62397545f20029b238e51d66f475ba3b9c82e8c921f4b4927b280f591ef35915
|
| 3 |
+
size 2375177073
|
model.safetensors.index.json
ADDED
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@@ -0,0 +1,912 @@
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| 863 |
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| 866 |
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|
| 869 |
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| 870 |
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| 873 |
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| 874 |
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| 875 |
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| 877 |
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| 878 |
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| 879 |
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| 880 |
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|
| 881 |
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| 882 |
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| 883 |
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| 884 |
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|
| 885 |
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| 886 |
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|
| 887 |
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|
| 888 |
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|
| 889 |
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|
| 890 |
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|
| 891 |
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|
| 892 |
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|
| 893 |
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|
| 894 |
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|
| 895 |
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|
| 896 |
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|
| 897 |
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|
| 898 |
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|
| 899 |
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|
| 900 |
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|
| 901 |
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|
| 902 |
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|
| 903 |
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|
| 904 |
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|
| 905 |
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|
| 906 |
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|
| 907 |
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|
| 908 |
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|
| 909 |
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|
| 910 |
+
"model.norm.weight": "model.safetensors"
|
| 911 |
+
}
|
| 912 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,23 @@
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|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<｜hy_begin▁of▁sentence｜>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<｜hy_place▁holder▁no▁2｜>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "<｜hy_▁pad▁｜>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
}
|
| 23 |
+
}
|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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