Add files using upload-large-folder tool
Browse files- README.md +38 -0
- chat_template.jinja +114 -0
- config.json +419 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +0 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +783 -0
- vocab.json +0 -0
README.md
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---
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license: apache-2.0
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library_name: mlx
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tags:
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- language
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- granite-4.0
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- mlx
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base_model: ibm-granite/granite-4.0-h-tiny
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pipeline_tag: text-generation
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---
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# mlx-community/granite-4.0-h-tiny-8bit
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This model [mlx-community/granite-4.0-h-tiny-8bit](https://huggingface.co/mlx-community/granite-4.0-h-tiny-8bit) was
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converted to MLX format from [ibm-granite/granite-4.0-h-tiny](https://huggingface.co/ibm-granite/granite-4.0-h-tiny)
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using mlx-lm version **0.28.2**.
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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/granite-4.0-h-tiny-8bit")
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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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{%- set tools_system_message_prefix = 'You are a helpful assistant with access to the following tools. You may call one or more tools to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>' %}
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{%- set tools_system_message_suffix = '\n</tools>\n\nFor each tool call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call>. If a tool does not exist in the provided list of tools, notify the user that you do not have the ability to fulfill the request.' %}
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{%- set documents_system_message_prefix = 'You are a helpful assistant with access to the following documents. You may use one or more documents to assist with the user query.\n\nYou are given a list of documents within <documents></documents> XML tags:\n<documents>' %}
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{%- set documents_system_message_suffix = '\n</documents>\n\nWrite the response to the user\'s input by strictly aligning with the facts in the provided documents. If the information needed to answer the question is not available in the documents, inform the user that the question cannot be answered based on the available data.' %}
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{%- if available_tools is defined and available_tools %}
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{%- set tools = available_tools %}
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{%- endif %}
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{%- set ns = namespace(tools_system_message=tools_system_message_prefix,
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documents_system_message=documents_system_message_prefix,
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system_message=''
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) %}
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{%- if tools %}
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{%- for tool in tools %}
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{%- set ns.tools_system_message = ns.tools_system_message + '\n' + (tool | tojson) %}
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{%- endfor %}
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{%- set ns.tools_system_message = ns.tools_system_message + tools_system_message_suffix %}
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{%- else %}
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{%- set ns.tools_system_message = '' %}
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{%- endif %}
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{%- if documents %}
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{%- for document in documents %}
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{%- set ns.documents_system_message = ns.documents_system_message + '\n' + (document | tojson) %}
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{%- endfor %}
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{%- set ns.documents_system_message = ns.documents_system_message + documents_system_message_suffix %}
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{%- else %}
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{%- set ns.documents_system_message = '' %}
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{%- endif %}
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{%- if messages[0].role == 'system' %}
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{%- if messages[0].content is string %}
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{%- set ns.system_message = messages[0].content %}
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{%- elif messages[0].content is iterable %}
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{%- for entry in messages[0].content %}
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{%- if entry.type== 'text' %}
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{%- if ns.system_message != '' %}
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{%- set ns.system_message = ns.system_message + '\n' %}
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{%- endif %}
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{%- set ns.system_message = ns.system_message + entry.text %}
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{%- endif %}
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{%- endfor %}
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{%- endif %}
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{%- if tools and documents %}
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{%- set ns.system_message = ns.system_message + '\n\n' + ns.tools_system_message + '\n\n' + ns.documents_system_message %}
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{%- elif tools %}
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{%- set ns.system_message = ns.system_message + '\n\n' + ns.tools_system_message %}
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| 45 |
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{%- elif documents %}
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{%- set ns.system_message = ns.system_message + '\n\n' + ns.documents_system_message %}
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| 47 |
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{%- endif %}
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| 48 |
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{%- else %}
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| 49 |
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{%- if tools and documents %}
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| 50 |
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{%- set ns.system_message = ns.tools_system_message + '\n\n' + ns.documents_system_message %}
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| 51 |
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{%- elif tools %}
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| 52 |
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{%- set ns.system_message = ns.tools_system_message %}
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| 53 |
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{%- elif documents %}
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{%- set ns.system_message = ns.documents_system_message %}
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{%- endif %}
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{%- endif %}
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{%- if ns.system_message %}
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{{- '<|start_of_role|>system<|end_of_role|>' + ns.system_message + '<|end_of_text|>\n' }}
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{%- endif %}
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{%- for message in messages %}
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{%- set content = namespace(val='') %}
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{%- if message.content is string %}
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{%- set content.val = message.content %}
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{%- else %}
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| 65 |
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{%- if message.content is iterable %}
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{%- for entry in message.content %}
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| 67 |
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{%- if entry.type== 'text' %}
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| 68 |
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{%- if content.val != '' %}
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| 69 |
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{%- set content.val = content.val + '\n' %}
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| 70 |
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{%- endif %}
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{%- set content.val = content.val + entry.text %}
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| 72 |
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{%- endif %}
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{%- endfor %}
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{%- endif %}
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{%- endif %}
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{%- if (message.role == 'user') or (message.role == 'system' and not loop.first) %}
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{{- '<|start_of_role|>' + message.role + '<|end_of_role|>' + content.val + '<|end_of_text|>\n' }}
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{%- elif message.role == 'assistant' %}
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{{- '<|start_of_role|>' + message.role + '<|end_of_role|>' + content.val }}
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{%- if message.tool_calls %}
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{%- for tool_call in message.tool_calls %}
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{%- if (loop.first and content.val) or (not loop.first) %}
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{{- '\n' }}
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{%- endif %}
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| 85 |
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{%- if tool_call.function %}
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| 86 |
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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| 88 |
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{{- '<tool_call>\n{"name": "' }}
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{{- tool_call.name }}
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{{- '", "arguments": ' }}
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{%- if tool_call.arguments is string %}
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{{- tool_call.arguments }}
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{%- else %}
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{{- tool_call.arguments | tojson }}
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| 95 |
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{%- endif %}
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{{- '}\n</tool_call>' }}
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| 97 |
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{%- endfor %}
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{%- endif %}
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{{- '<|end_of_text|>\n' }}
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| 100 |
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{%- elif message.role == 'tool' %}
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{%- if loop.first or (messages[loop.index0 - 1].role != 'tool') %}
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{{- '<|start_of_role|>user<|end_of_role|>' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- content.val }}
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{{- '\n</tool_response>' }}
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{%- if loop.last or (messages[loop.index0 + 1].role != 'tool') %}
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| 108 |
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{{- '<|end_of_text|>\n' }}
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| 109 |
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{%- endif %}
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| 110 |
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{%- endif %}
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| 111 |
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|start_of_role|>assistant<|end_of_role|>' }}
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{%- endif %}
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config.json
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 16 |
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| 18 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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|
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| 386 |
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|
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|
| 389 |
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|
| 390 |
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|
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|
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|
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| 398 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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"rope_theta": 10000,
|
| 412 |
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|
| 413 |
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|
| 414 |
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|
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"torch_dtype": "bfloat16",
|
| 416 |
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"transformers_version": "4.56.0",
|
| 417 |
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|
| 418 |
+
"vocab_size": 100352
|
| 419 |
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|
generation_config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
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|
| 1 |
+
{
|
| 2 |
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"_from_model_config": true,
|
| 3 |
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"bos_token_id": 100257,
|
| 4 |
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"eos_token_id": 100257,
|
| 5 |
+
"pad_token_id": 100256,
|
| 6 |
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"transformers_version": "4.56.0"
|
| 7 |
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merges.txt
ADDED
|
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|
|
model-00001-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 5336471491
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model-00002-of-00002.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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model.safetensors.index.json
ADDED
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|
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
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|
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|
|
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|
| 1 |
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{
|
| 2 |
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"bos_token": {
|
| 3 |
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"content": "<|end_of_text|>",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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"pad_token": {
|
| 17 |
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"content": "<|pad|>",
|
| 18 |
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"lstrip": false,
|
| 19 |
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"normalized": false,
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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"unk_token": {
|
| 24 |
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|
| 25 |
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"lstrip": false,
|
| 26 |
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"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
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|
| 30 |
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|
tokenizer.json
ADDED
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|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,783 @@
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"100256": {
|
| 6 |
+
"content": "<|pad|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"100257": {
|
| 14 |
+
"content": "<|end_of_text|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"100258": {
|
| 22 |
+
"content": "<|fim_prefix|>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": false
|
| 28 |
+
},
|
| 29 |
+
"100259": {
|
| 30 |
+
"content": "<|fim_middle|>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": false
|
| 36 |
+
},
|
| 37 |
+
"100260": {
|
| 38 |
+
"content": "<|fim_suffix|>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false,
|
| 43 |
+
"special": false
|
| 44 |
+
},
|
| 45 |
+
"100261": {
|
| 46 |
+
"content": "<|fim_pad|>",
|
| 47 |
+
"lstrip": false,
|
| 48 |
+
"normalized": false,
|
| 49 |
+
"rstrip": false,
|
| 50 |
+
"single_word": false,
|
| 51 |
+
"special": false
|
| 52 |
+
},
|
| 53 |
+
"100262": {
|
| 54 |
+
"content": "<|filename|>",
|
| 55 |
+
"lstrip": false,
|
| 56 |
+
"normalized": false,
|
| 57 |
+
"rstrip": false,
|
| 58 |
+
"single_word": false,
|
| 59 |
+
"special": false
|
| 60 |
+
},
|
| 61 |
+
"100263": {
|
| 62 |
+
"content": "<|reponame|>",
|
| 63 |
+
"lstrip": false,
|
| 64 |
+
"normalized": false,
|
| 65 |
+
"rstrip": false,
|
| 66 |
+
"single_word": false,
|
| 67 |
+
"special": false
|
| 68 |
+
},
|
| 69 |
+
"100264": {
|
| 70 |
+
"content": "<|start_of_role|>",
|
| 71 |
+
"lstrip": false,
|
| 72 |
+
"normalized": false,
|
| 73 |
+
"rstrip": false,
|
| 74 |
+
"single_word": false,
|
| 75 |
+
"special": true
|
| 76 |
+
},
|
| 77 |
+
"100265": {
|
| 78 |
+
"content": "<|end_of_role|>",
|
| 79 |
+
"lstrip": false,
|
| 80 |
+
"normalized": false,
|
| 81 |
+
"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
+
"special": true
|
| 84 |
+
},
|
| 85 |
+
"100266": {
|
| 86 |
+
"content": "<|unused_1|>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
},
|
| 93 |
+
"100267": {
|
| 94 |
+
"content": "<|start_of_plugin|>",
|
| 95 |
+
"lstrip": false,
|
| 96 |
+
"normalized": false,
|
| 97 |
+
"rstrip": false,
|
| 98 |
+
"single_word": false,
|
| 99 |
+
"special": true
|
| 100 |
+
},
|
| 101 |
+
"100268": {
|
| 102 |
+
"content": "<|end_of_plugin|>",
|
| 103 |
+
"lstrip": false,
|
| 104 |
+
"normalized": false,
|
| 105 |
+
"rstrip": false,
|
| 106 |
+
"single_word": false,
|
| 107 |
+
"special": true
|
| 108 |
+
},
|
| 109 |
+
"100269": {
|
| 110 |
+
"content": "<|unk|>",
|
| 111 |
+
"lstrip": false,
|
| 112 |
+
"normalized": false,
|
| 113 |
+
"rstrip": false,
|
| 114 |
+
"single_word": false,
|
| 115 |
+
"special": true
|
| 116 |
+
},
|
| 117 |
+
"100270": {
|
| 118 |
+
"content": "<tool_call>",
|
| 119 |
+
"lstrip": false,
|
| 120 |
+
"normalized": false,
|
| 121 |
+
"rstrip": false,
|
| 122 |
+
"single_word": false,
|
| 123 |
+
"special": false
|
| 124 |
+
},
|
| 125 |
+
"100271": {
|
| 126 |
+
"content": "</tool_call>",
|
| 127 |
+
"lstrip": false,
|
| 128 |
+
"normalized": false,
|
| 129 |
+
"rstrip": false,
|
| 130 |
+
"single_word": false,
|
| 131 |
+
"special": false
|
| 132 |
+
},
|
| 133 |
+
"100272": {
|
| 134 |
+
"content": "<tool_response>",
|
| 135 |
+
"lstrip": false,
|
| 136 |
+
"normalized": false,
|
| 137 |
+
"rstrip": false,
|
| 138 |
+
"single_word": false,
|
| 139 |
+
"special": false
|
| 140 |
+
},
|
| 141 |
+
"100273": {
|
| 142 |
+
"content": "</tool_response>",
|
| 143 |
+
"lstrip": false,
|
| 144 |
+
"normalized": false,
|
| 145 |
+
"rstrip": false,
|
| 146 |
+
"single_word": false,
|
| 147 |
+
"special": false
|
| 148 |
+
},
|
| 149 |
+
"100274": {
|
| 150 |
+
"content": "<think>",
|
| 151 |
+
"lstrip": false,
|
| 152 |
+
"normalized": false,
|
| 153 |
+
"rstrip": false,
|
| 154 |
+
"single_word": false,
|
| 155 |
+
"special": false
|
| 156 |
+
},
|
| 157 |
+
"100275": {
|
| 158 |
+
"content": "</think>",
|
| 159 |
+
"lstrip": false,
|
| 160 |
+
"normalized": false,
|
| 161 |
+
"rstrip": false,
|
| 162 |
+
"single_word": false,
|
| 163 |
+
"special": false
|
| 164 |
+
},
|
| 165 |
+
"100276": {
|
| 166 |
+
"content": "<think_on>",
|
| 167 |
+
"lstrip": false,
|
| 168 |
+
"normalized": false,
|
| 169 |
+
"rstrip": false,
|
| 170 |
+
"single_word": false,
|
| 171 |
+
"special": true
|
| 172 |
+
},
|
| 173 |
+
"100277": {
|
| 174 |
+
"content": "<think_off>",
|
| 175 |
+
"lstrip": false,
|
| 176 |
+
"normalized": false,
|
| 177 |
+
"rstrip": false,
|
| 178 |
+
"single_word": false,
|
| 179 |
+
"special": true
|
| 180 |
+
},
|
| 181 |
+
"100278": {
|
| 182 |
+
"content": "<schema>",
|
| 183 |
+
"lstrip": false,
|
| 184 |
+
"normalized": false,
|
| 185 |
+
"rstrip": false,
|
| 186 |
+
"single_word": false,
|
| 187 |
+
"special": true
|
| 188 |
+
},
|
| 189 |
+
"100279": {
|
| 190 |
+
"content": "</schema>",
|
| 191 |
+
"lstrip": false,
|
| 192 |
+
"normalized": false,
|
| 193 |
+
"rstrip": false,
|
| 194 |
+
"single_word": false,
|
| 195 |
+
"special": true
|
| 196 |
+
},
|
| 197 |
+
"100280": {
|
| 198 |
+
"content": "<tools>",
|
| 199 |
+
"lstrip": false,
|
| 200 |
+
"normalized": false,
|
| 201 |
+
"rstrip": false,
|
| 202 |
+
"single_word": false,
|
| 203 |
+
"special": true
|
| 204 |
+
},
|
| 205 |
+
"100281": {
|
| 206 |
+
"content": "</tools>",
|
| 207 |
+
"lstrip": false,
|
| 208 |
+
"normalized": false,
|
| 209 |
+
"rstrip": false,
|
| 210 |
+
"single_word": false,
|
| 211 |
+
"special": true
|
| 212 |
+
},
|
| 213 |
+
"100282": {
|
| 214 |
+
"content": "<documents>",
|
| 215 |
+
"lstrip": false,
|
| 216 |
+
"normalized": false,
|
| 217 |
+
"rstrip": false,
|
| 218 |
+
"single_word": false,
|
| 219 |
+
"special": true
|
| 220 |
+
},
|
| 221 |
+
"100283": {
|
| 222 |
+
"content": "</documents>",
|
| 223 |
+
"lstrip": false,
|
| 224 |
+
"normalized": false,
|
| 225 |
+
"rstrip": false,
|
| 226 |
+
"single_word": false,
|
| 227 |
+
"special": true
|
| 228 |
+
},
|
| 229 |
+
"100284": {
|
| 230 |
+
"content": "<|unused_15|>",
|
| 231 |
+
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|
| 232 |
+
"normalized": false,
|
| 233 |
+
"rstrip": false,
|
| 234 |
+
"single_word": false,
|
| 235 |
+
"special": true
|
| 236 |
+
},
|
| 237 |
+
"100285": {
|
| 238 |
+
"content": "<|unused_16|>",
|
| 239 |
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|
| 240 |
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|
| 241 |
+
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|
| 242 |
+
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|
| 243 |
+
"special": true
|
| 244 |
+
},
|
| 245 |
+
"100286": {
|
| 246 |
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"content": "<|unused_17|>",
|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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},
|
| 269 |
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|
| 270 |
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"content": "<|unused_20|>",
|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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},
|
| 277 |
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|
| 278 |
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"content": "<|unused_21|>",
|
| 279 |
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|
| 280 |
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|
| 281 |
+
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|
| 282 |
+
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|
| 283 |
+
"special": true
|
| 284 |
+
},
|
| 285 |
+
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|
| 286 |
+
"content": "<|unused_22|>",
|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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},
|
| 293 |
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"100292": {
|
| 294 |
+
"content": "<|unused_23|>",
|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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},
|
| 301 |
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"100293": {
|
| 302 |
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"content": "<|unused_24|>",
|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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"content": "<|unused_25|>",
|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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},
|
| 317 |
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|
| 318 |
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"content": "<|unused_26|>",
|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
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| 759 |
+
"lstrip": false,
|
| 760 |
+
"normalized": false,
|
| 761 |
+
"rstrip": false,
|
| 762 |
+
"single_word": false,
|
| 763 |
+
"special": true
|
| 764 |
+
},
|
| 765 |
+
"100351": {
|
| 766 |
+
"content": "<|unused_82|>",
|
| 767 |
+
"lstrip": false,
|
| 768 |
+
"normalized": false,
|
| 769 |
+
"rstrip": false,
|
| 770 |
+
"single_word": false,
|
| 771 |
+
"special": true
|
| 772 |
+
}
|
| 773 |
+
},
|
| 774 |
+
"bos_token": "<|end_of_text|>",
|
| 775 |
+
"clean_up_tokenization_spaces": false,
|
| 776 |
+
"eos_token": "<|end_of_text|>",
|
| 777 |
+
"extra_special_tokens": {},
|
| 778 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 779 |
+
"pad_token": "<|pad|>",
|
| 780 |
+
"padding_side": "left",
|
| 781 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 782 |
+
"unk_token": "<|unk|>"
|
| 783 |
+
}
|
vocab.json
ADDED
|
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|
|