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Model: realoperator42/ministral-8B-Instruct-2410-abliterated Source: Original Platform
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README.md
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README.md
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---
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language:
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- en
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- fr
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- de
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- es
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- it
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- pt
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- ru
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- zh
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- ja
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tags:
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- abliterated
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- uncensored
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- ministral
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- mistral
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- text-generation
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- conversational
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base_model: mistralai/Ministral-8B-Instruct-2410
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datasets:
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- N/A
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pipeline_tag: text-generation
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model-index:
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- name: ministral-8B-Instruct-2410-abliterated
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results: []
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---
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# Ministral-8B-Instruct-2410-Abliterated
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This is an **abliterated** version of Mistral AI's Ministral-8B-Instruct-2410 model. Through surgical intervention on the model's weights, this version has reduced refusal behaviors while maintaining the core capabilities of the original model.
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## What is Abliteration?
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Abliteration is a technique that modifies a model's internal representations to reduce built-in refusal and censorship mechanisms. This process aims to make the model more compliant with user requests while preserving its fundamental capabilities and knowledge.
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## Model Details
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**Base Model**: This model is derived from [mistralai/Ministral-8B-Instruct-2410](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410)
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**Architecture**: Same as base Ministral-8B with the following specifications:
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- **8.02B parameters**
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- **128k context window** with interleaved sliding-window attention
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- **Vocabulary size**: 131,072 tokens using the V3-Tekken tokenizer
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- **Multilingual and code capabilities**
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- **Function calling support**
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## Key Features
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### Enhanced Responsiveness
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- Reduced refusal behaviors compared to the original model
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- More direct answers to complex or sensitive queries
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- Maintains the base model's strong performance on general tasks
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### Technical Capabilities
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All original capabilities are preserved:
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- Long-context understanding up to 128k tokens
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- Strong multilingual performance
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- Code generation and understanding
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- Function calling support
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- Instruction following
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87
chat_template.jinja
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chat_template.jinja
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{%- if messages[0]["role"] == "system" %}
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{%- set system_message = messages[0]["content"] %}
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{%- set loop_messages = messages[1:] %}
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{%- else %}
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{%- set loop_messages = messages %}
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{%- endif %}
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{%- if not tools is defined %}
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{%- set tools = none %}
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{%- endif %}
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{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
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{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
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{%- set ns = namespace() %}
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{%- set ns.index = 0 %}
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{%- for message in loop_messages %}
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{%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
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{%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
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{{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
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{%- endif %}
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{%- set ns.index = ns.index + 1 %}
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{%- endif %}
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{%- endfor %}
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{{- bos_token }}
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{%- for message in loop_messages %}
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{%- if message["role"] == "user" %}
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{%- if tools is not none and (message == user_messages[-1]) %}
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{{- "[AVAILABLE_TOOLS][" }}
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{%- for tool in tools %}
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{%- set tool = tool.function %}
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{{- '{"type": "function", "function": {' }}
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{%- for key, val in tool.items() if key != "return" %}
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{%- if val is string %}
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{{- '"' + key + '": "' + val + '"' }}
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{%- else %}
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{{- '"' + key + '": ' + val|tojson }}
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{%- endif %}
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{%- if not loop.last %}
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{{- ", " }}
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{%- endif %}
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{%- endfor %}
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{{- "}}" }}
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{%- if not loop.last %}
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{{- ", " }}
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{%- else %}
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{{- "]" }}
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{%- endif %}
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{%- endfor %}
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{{- "[/AVAILABLE_TOOLS]" }}
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{%- endif %}
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{%- if loop.last and system_message is defined %}
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{{- "[INST]" + system_message + "\n\n" + message["content"] + "[/INST]" }}
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{%- else %}
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{{- "[INST]" + message["content"] + "[/INST]" }}
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{%- endif %}
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{%- elif (message.tool_calls is defined and message.tool_calls is not none) %}
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{{- "[TOOL_CALLS][" }}
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{%- for tool_call in message.tool_calls %}
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{%- set out = tool_call.function|tojson %}
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{{- out[:-1] }}
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{%- if not tool_call.id is defined or tool_call.id|length != 9 %}
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{{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
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{%- endif %}
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{{- ', "id": "' + tool_call.id + '"}' }}
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{%- if not loop.last %}
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{{- ", " }}
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{%- else %}
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{{- "]" + eos_token }}
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{%- endif %}
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{%- endfor %}
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{%- elif message["role"] == "assistant" %}
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{{- message["content"] + eos_token}}
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{%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
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{%- if message.content is defined and message.content.content is defined %}
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{%- set content = message.content.content %}
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{%- else %}
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{%- set content = message.content %}
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{%- endif %}
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{{- '[TOOL_RESULTS]{"content": ' + content|string + ", " }}
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{%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
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{{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
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{%- endif %}
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{{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
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{%- else %}
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{{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
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{%- endif %}
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{%- endfor %}
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "bfloat16",
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 12288,
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"layer_types": [
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"full_attention",
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"sliding_attention",
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
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"sliding_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
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"sliding_attention",
|
||||
"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
||||
"sliding_attention",
|
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"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
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"sliding_attention",
|
||||
"sliding_attention",
|
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"sliding_attention",
|
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"full_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention",
|
||||
"sliding_attention"
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],
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 36,
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"num_key_value_heads": 8,
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||||
"rms_norm_eps": 1e-05,
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||||
"rope_theta": 100000000.0,
|
||||
"sliding_window": 32768,
|
||||
"tie_word_embeddings": false,
|
||||
"transformers_version": "4.56.2",
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||||
"use_cache": true,
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||||
"vocab_size": 131072
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}
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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": "4.56.2"
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}
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23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
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}
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}
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||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d7edbeaf20dd7f571b5dd1c54d9ace4f9b6299127cc7ba2afb14a6d51a4a79a4
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||||
size 17078136
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8016
tokenizer_config.json
Normal file
8016
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user