初始化项目,由ModelHub XC社区提供模型
Model: gongjy/MiniMind2 Source: Original Platform
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.gitattributes
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1496
README_en.md
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74
chat_template.jinja
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{%- if tools %}
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{{- '<|im_start|>system\n' }}
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{%- if messages[0].role == 'system' %}
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{{- messages[0].content + '\n\n' }}
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{%- endif %}
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{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- "\n</tools>\n\nFor each function 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><|im_end|>\n" }}
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{%- else %}
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{%- if messages[0]['role'] == 'system' -%}
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{{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
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{%- else -%}
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{{- '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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{%- for message in messages[::-1] %}
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{%- set index = (messages|length - 1) - loop.index0 %}
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{%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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{%- set ns.multi_step_tool = false %}
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{%- set ns.last_query_index = index %}
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{%- endif %}
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{%- endfor %}
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{%- for message in messages %}
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{%- if message.content is string %}
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{%- set content = message.content %}
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{%- else %}
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{%- set content = '' %}
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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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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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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) or (not loop.first) %}
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{{- '\n' }}
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{%- endif %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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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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{%- endif %}
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{{- '}\n</tool_call>' }}
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{%- endfor %}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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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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{{- '<|im_start|>user' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- content }}
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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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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|im_start|>assistant\n' }}
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{%- if enable_thinking is defined and enable_thinking is false %}
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{{- '<think>\n\n</think>\n\n' }}
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{%- endif %}
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{%- endif %}
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29
config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "float16",
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"eos_token_id": 2,
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"head_dim": 96,
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"hidden_act": "silu",
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 2048,
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"max_position_embeddings": 32768,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 8,
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"num_hidden_layers": 16,
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"num_key_value_heads": 2,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 1000000.0,
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"tie_word_embeddings": true,
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"transformers_version": "4.57.1",
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"use_cache": true,
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"vocab_size": 6400
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}
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6
generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"transformers_version": "4.57.1"
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}
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BIN
images/1-wiki.png
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After Width: | Height: | Size: 136 KiB |
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images/2-wiki.png
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After Width: | Height: | Size: 73 KiB |
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images/3-wiki.png
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After Width: | Height: | Size: 230 KiB |
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images/4-wiki.png
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After Width: | Height: | Size: 104 KiB |
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images/5-wiki.png
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After Width: | Height: | Size: 239 KiB |
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images/LLM-structure-moe.png
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After Width: | Height: | Size: 153 KiB |
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images/LLM-structure.png
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After Width: | Height: | Size: 134 KiB |
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images/and_huggingface.png
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After Width: | Height: | Size: 178 KiB |
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images/and_modelscope.png
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After Width: | Height: | Size: 150 KiB |
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images/compare_radar.png
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After Width: | Height: | Size: 519 KiB |
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images/dataset.jpg
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After Width: | Height: | Size: 146 KiB |
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images/gpt3_config.png
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After Width: | Height: | Size: 66 KiB |
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images/logo.png
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After Width: | Height: | Size: 495 KiB |
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images/logo2.png
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After Width: | Height: | Size: 615 KiB |
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images/minimind2.gif
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After Width: | Height: | Size: 6.0 MiB |
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images/pre_512_loss.png
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After Width: | Height: | Size: 559 KiB |
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images/pre_768_loss.png
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After Width: | Height: | Size: 531 KiB |
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images/sft_512_loss.png
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After Width: | Height: | Size: 1006 KiB |
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images/sft_768_loss.png
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After Width: | Height: | Size: 943 KiB |
3
model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:71d2a54d625bb1a91bcde6a146f1bc32afe62ea1f7d067a8ffe4ee7dc810dee4
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size 208078080
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30
special_tokens_map.json
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{
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"bos_token": {
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"content": "<|im_start|>",
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"lstrip": false,
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||||||
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"normalized": false,
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||||||
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"rstrip": false,
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||||||
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"single_word": false
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},
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"eos_token": {
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||||||
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"content": "<|im_end|>",
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"lstrip": false,
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||||||
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"normalized": false,
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||||||
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"rstrip": false,
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||||||
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"single_word": false
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||||||
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},
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||||||
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"pad_token": {
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||||||
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"content": "<|endoftext|>",
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||||||
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"lstrip": false,
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||||||
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"normalized": false,
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||||||
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"rstrip": false,
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||||||
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"single_word": false
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||||||
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},
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||||||
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"unk_token": {
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||||||
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"content": "<|endoftext|>",
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||||||
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"lstrip": false,
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||||||
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"normalized": false,
|
||||||
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"rstrip": false,
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||||||
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"single_word": false
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||||||
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}
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}
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3
tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:d98595c6aef70d95f72748582fb9b4f53d76dd58c1ae1dd702ad7c84e1caf5e4
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size 439547
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43
tokenizer_config.json
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{
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"add_bos_token": false,
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"add_eos_token": false,
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||||||
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"add_prefix_space": false,
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||||||
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"added_tokens_decoder": {
|
||||||
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"0": {
|
||||||
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"content": "<|endoftext|>",
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"lstrip": false,
|
||||||
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"normalized": false,
|
||||||
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"rstrip": false,
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||||||
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"single_word": false,
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||||||
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"special": true
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||||||
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},
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||||||
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"1": {
|
||||||
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"content": "<|im_start|>",
|
||||||
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"lstrip": false,
|
||||||
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"normalized": false,
|
||||||
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"rstrip": false,
|
||||||
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"single_word": false,
|
||||||
|
"special": true
|
||||||
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},
|
||||||
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"2": {
|
||||||
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"content": "<|im_end|>",
|
||||||
|
"lstrip": false,
|
||||||
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"normalized": false,
|
||||||
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"rstrip": false,
|
||||||
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"single_word": false,
|
||||||
|
"special": true
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"additional_special_tokens": [],
|
||||||
|
"bos_token": "<|im_start|>",
|
||||||
|
"clean_up_tokenization_spaces": false,
|
||||||
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"eos_token": "<|im_end|>",
|
||||||
|
"extra_special_tokens": {},
|
||||||
|
"legacy": true,
|
||||||
|
"model_max_length": 32768,
|
||||||
|
"pad_token": "<|endoftext|>",
|
||||||
|
"sp_model_kwargs": {},
|
||||||
|
"spaces_between_special_tokens": false,
|
||||||
|
"tokenizer_class": "PreTrainedTokenizerFast",
|
||||||
|
"unk_token": "<|endoftext|>"
|
||||||
|
}
|
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