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Openchat 3.5 0106 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Openchat 3.5 0106 GPTQ   URL Share it on

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  Arxiv:2303.08774   Arxiv:2309.11235   4-bit   Autotrain compatible Base model:openchat/openchat-3... Base model:quantized:openchat/...   C-rlft   Conversational   Gptq   Mistral   Openchat   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/openchat-3.5-0106-GPTQ 

Openchat 3.5 0106 GPTQ Benchmarks

LLME Score: 0.16815
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Openchat 3.5 0106 GPTQ (TheBloke/openchat-3.5-0106-GPTQ)

Openchat 3.5 0106 GPTQ Parameters and Internals

Model Type 
text-generation, mistral
Use Cases 
Areas:
Research, Commercial applications
Applications:
Chat, Coding, Mathematical reasoning
Primary Use Cases:
Coding, General chat, Mathematical reasoning
Limitations:
Complex reasoning, Mathematical tasks, Programming challenges
Considerations:
Users should verify critical information generated due to potential hallucinations.
Additional Notes 
Evaluate AI-generated information critically and apply safety measures for sensitive use cases.
Training Details 
Data Sources:
Mixed-Quality Data, VMware Open Instruct for quantization
Methodology:
Quantization (e.g., GPTQ with various parameters)
Context Length:
8192
Hardware Used:
Hardware provided by Massed Compute
Model Architecture:
Mistral architecture with quantization options
Input Output 
Input Format:
Prompt: 'GPT4 Correct User: {prompt}<|end_of_turn|>GPT4 Correct Assistant:'
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
3.5 0106
Notes:
Introduced new features including 2 Modes (Coding + Generalist).
LLM NameOpenchat 3.5 0106 GPTQ
Repository 🤗https://huggingface.co/TheBloke/openchat-3.5-0106-GPTQ 
Model NameOpenchat 3.5 0106
Model CreatorOpenChat
Base Model(s)  openchat/openchat-3.5-0106   openchat/openchat-3.5-0106
Model Size1.2b
Required VRAM4.2 GB
Updated2024-12-26
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/openchat-3.5-0106-GPTQ.

Rank the Openchat 3.5 0106 GPTQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241217
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