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Model: trillionlabs/Tri-7B-Search-preview Source: Original Platform
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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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language:
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- en
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- ko
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- multilingual
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library_name: transformers
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tags:
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- search
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- retrieval-augmented
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- assistant
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- conversational
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base_model: trillionlabs/Tri-7B
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---
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# Tri-7B-Search-preview
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A search-enabled LLM that combines efficient language modeling with real-time internet search capabilities.
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## Model Details
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- **Base Model**: [Tri-7B](https://huggingface.co/trillionlabs/Tri-7B)
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- **Parameters**: 7B
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- **Architecture**: Transformer-based with integrated search functionality
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- **License**: Apache 2.0
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- **Training**: SFT with Qwen3-32B trajectories.
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## Demo & Implementation
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Try it out with **[tri.oo.ai](https://github.com/trillion-labs/tri.oo.ai)** - a local, open-source implementation featuring:
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- Chat interface inspired by oo.ai
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- DuckDuckGo search integration
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- vLLM support for efficient inference
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- OpenAI-compatible API
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83
chat_template.jinja
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chat_template.jinja
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{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}
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{%- if tools %}
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{{- '<|im_start|>system
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' }}
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{%- if messages[0]['role'] == 'system' %}
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{{- messages[0]['content'] }}
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{%- else %}
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{{- 'You are Trillion, created by TrillionLabs. You are a helpful assistant.' }}
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{%- endif %}
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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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You are provided with function signatures within <tools></tools> XML tags:
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<tools>" }}
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{%- for tool in tools %}
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{{- "
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" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- '
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</tools>
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For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
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<tool_call>
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{"name": <function-name>, "arguments": <args-json-object>}
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</tool_call><|im_end|>
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' }}
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{%- else %}
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{%- if messages[0]['role'] == 'system' %}
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{{- '<|im_start|>system
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' + messages[0]['content'] + '<|im_end|>
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' }}
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{%- else %}
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{{- '<|im_start|>system
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You are Trillion, created by TrillionLabs. You are a helpful assistant.<|im_end|>
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' }}
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{%- endif %}
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{%- endif %}
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{%- for message in messages %}
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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{{- '<|im_start|>' + message.role + '
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' + message.content + '<|im_end|>' + '
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' }}
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{%- elif message.role == "assistant" %}
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{{- '<|im_start|>' + message.role }}
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{%- if message.content %}
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{{- '
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' + message.content }}
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{%- endif %}
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{%- if message.tool_calls %}
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{%- for tool_call in message.tool_calls %}
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{%- if tool_call.function is defined %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{{- '
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<tool_call>
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' }}
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{%- if tool_call is mapping %}
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{{- '{"name": "' + tool_call.name + '", "arguments": ' + tool_call.arguments | tojson + '}' -}}
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{% else %}
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{{- tool_call }}
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{%- endif %}
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{{- '
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</tool_call>' }}
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{%- endfor %}
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{%- endif %}
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{{- '<|im_end|>
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' }}
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{%- elif message.role == "tool" %}
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{%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
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{{- '<|im_start|>tool' }}
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{%- endif %}
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{{- '
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' + message.content }}
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{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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{{- '<|im_end|>
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' }}
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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
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' }}
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{%- endif %}
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config.json
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"LlamaForCausalLM"
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"rope_scaling": null,
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"rope_theta": 100000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.53.1",
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"vocab_size": 128257
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}
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"model.layers.6.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.6.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
|
||||
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|
||||
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|
||||
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|
||||
"model.layers.7.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"model.layers.7.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
|
||||
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|
||||
"model.layers.7.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.input_layernorm.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.8.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.9.input_layernorm.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.9.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
|
||||
"model.norm.weight": "model-00006-of-00007.safetensors"
|
||||
}
|
||||
}
|
||||
153
special_tokens_map.json
Normal file
153
special_tokens_map.json
Normal file
@@ -0,0 +1,153 @@
|
||||
{
|
||||
"additional_special_tokens": [
|
||||
"<tool_call>",
|
||||
"</tool_call>",
|
||||
"<|fim_prefix|>",
|
||||
"<|fim_middle|>",
|
||||
"<|fim_suffix|>",
|
||||
"<|reserved_token_6|>",
|
||||
"<|reserved_token_7|>",
|
||||
"<|reserved_token_8|>",
|
||||
"<|reserved_token_9|>",
|
||||
"<|reserved_token_10|>",
|
||||
"<|reserved_token_11|>",
|
||||
"<|reserved_token_12|>",
|
||||
"<|reserved_token_13|>",
|
||||
"<|reserved_token_14|>",
|
||||
"<|reserved_token_15|>",
|
||||
"<|reserved_token_16|>",
|
||||
"<|reserved_token_17|>",
|
||||
"<|reserved_token_18|>",
|
||||
"<|reserved_token_19|>",
|
||||
"<|reserved_token_20|>",
|
||||
"<|reserved_token_21|>",
|
||||
"<|reserved_token_22|>",
|
||||
"<|reserved_token_23|>",
|
||||
"<|reserved_token_24|>",
|
||||
"<|reserved_token_25|>",
|
||||
"<|reserved_token_26|>",
|
||||
"<|reserved_token_27|>",
|
||||
"<|reserved_token_28|>",
|
||||
"<|reserved_token_29|>",
|
||||
"<|reserved_token_30|>",
|
||||
"<|reserved_token_31|>",
|
||||
"<|reserved_token_32|>",
|
||||
"<|reserved_token_33|>",
|
||||
"<|reserved_token_34|>",
|
||||
"<|reserved_token_35|>",
|
||||
"<|reserved_token_36|>",
|
||||
"<|reserved_token_37|>",
|
||||
"<|reserved_token_38|>",
|
||||
"<|reserved_token_39|>",
|
||||
"<|reserved_token_40|>",
|
||||
"<|reserved_token_41|>",
|
||||
"<|reserved_token_42|>",
|
||||
"<|reserved_token_43|>",
|
||||
"<|reserved_token_44|>",
|
||||
"<|reserved_token_45|>",
|
||||
"<|reserved_token_46|>",
|
||||
"<|reserved_token_47|>",
|
||||
"<|reserved_token_48|>",
|
||||
"<|reserved_token_49|>",
|
||||
"<|reserved_token_50|>",
|
||||
"<|reserved_token_51|>",
|
||||
"<|reserved_token_52|>",
|
||||
"<|reserved_token_53|>",
|
||||
"<|reserved_token_54|>",
|
||||
"<|reserved_token_55|>",
|
||||
"<|reserved_token_56|>",
|
||||
"<|reserved_token_57|>",
|
||||
"<|reserved_token_58|>",
|
||||
"<|reserved_token_59|>",
|
||||
"<|reserved_token_60|>",
|
||||
"<|reserved_token_61|>",
|
||||
"<|reserved_token_62|>",
|
||||
"<|reserved_token_63|>",
|
||||
"<|reserved_token_64|>",
|
||||
"<|reserved_token_65|>",
|
||||
"<|reserved_token_66|>",
|
||||
"<|reserved_token_67|>",
|
||||
"<|reserved_token_68|>",
|
||||
"<|reserved_token_69|>",
|
||||
"<|reserved_token_70|>",
|
||||
"<|reserved_token_71|>",
|
||||
"<|reserved_token_72|>",
|
||||
"<|reserved_token_73|>",
|
||||
"<|reserved_token_74|>",
|
||||
"<|reserved_token_75|>",
|
||||
"<|reserved_token_76|>",
|
||||
"<|reserved_token_77|>",
|
||||
"<|reserved_token_78|>",
|
||||
"<|reserved_token_79|>",
|
||||
"<|reserved_token_80|>",
|
||||
"<|reserved_token_81|>",
|
||||
"<|reserved_token_82|>",
|
||||
"<|reserved_token_83|>",
|
||||
"<|reserved_token_84|>",
|
||||
"<|reserved_token_85|>",
|
||||
"<|reserved_token_86|>",
|
||||
"<|reserved_token_87|>",
|
||||
"<|reserved_token_88|>",
|
||||
"<|reserved_token_89|>",
|
||||
"<|reserved_token_90|>",
|
||||
"<|reserved_token_91|>",
|
||||
"<|reserved_token_92|>",
|
||||
"<|reserved_token_93|>",
|
||||
"<|reserved_token_94|>",
|
||||
"<|reserved_token_95|>",
|
||||
"<|reserved_token_96|>",
|
||||
"<|reserved_token_97|>",
|
||||
"<|reserved_token_98|>",
|
||||
"<|reserved_token_99|>",
|
||||
"<|reserved_token_100|>",
|
||||
"<|reserved_token_101|>",
|
||||
"<|reserved_token_102|>",
|
||||
"<|reserved_token_103|>",
|
||||
"<|reserved_token_104|>",
|
||||
"<|reserved_token_105|>",
|
||||
"<|reserved_token_106|>",
|
||||
"<|reserved_token_107|>",
|
||||
"<|reserved_token_108|>",
|
||||
"<|reserved_token_109|>",
|
||||
"<|reserved_token_110|>",
|
||||
"<|reserved_token_111|>",
|
||||
"<|reserved_token_112|>",
|
||||
"<|reserved_token_113|>",
|
||||
"<|reserved_token_114|>",
|
||||
"<|reserved_token_115|>",
|
||||
"<|reserved_token_116|>",
|
||||
"<|reserved_token_117|>",
|
||||
"<|reserved_token_118|>",
|
||||
"<|reserved_token_119|>",
|
||||
"<|reserved_token_120|>",
|
||||
"<|reserved_token_121|>"
|
||||
],
|
||||
"bos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|im_end|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|pad_token|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"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:df9e6de7ff6dd9f51f93d233de5d3d4197572a6556bc9760d7842668454d0cec
|
||||
size 9916186
|
||||
2203
tokenizer_config.json
Normal file
2203
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user