Openchat 3.5 0106 GGUF by zeio

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  Arxiv:2303.08774   Arxiv:2309.11235   Autotrain compatible Base model:openchat/openchat-3... Base model:quantized:openchat/...   C-rlft   Conversational   Gguf   Mistral   Openchat   Pytorch   Quantized   Region:us

Openchat 3.5 0106 GGUF Benchmarks

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 GGUF (zeio/openchat-3.5-0106-GGUF)

Openchat 3.5 0106 GGUF Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
coding, chat, general tasks, mathematical reasoning
Applications:
business applications, coding support, chat interfaces
Primary Use Cases:
coding, chat, general tasks, mathematical reasoning
Limitations:
Complex reasoning, Mathematical tasks, Programming challenges, Hallucination of information, Generate harmful or biased responses
Additional Notes 
Features experimental evaluator and feedback capabilities.
Training Details 
Context Length:
8192
Input Output 
Input Format:
Input should use conversation template e.g., 'GPT4 Correct User: {prompt}<|end_of_turn|>'
Accepted Modalities:
text
Output Format:
Text completion or conversation output.
LLM NameOpenchat 3.5 0106 GGUF
Repository ๐Ÿค—https://huggingface.co/zeio/openchat-3.5-0106-GGUF 
Model NameOpenchat 3.5 0106
Model CreatorOpenChat
Base Model(s)  openchat/openchat-3.5-0106   openchat/openchat-3.5-0106
Model Size7b
Required VRAM3.1 GB
Updated2024-12-26
Maintainerzeio
Model Typemistral
Model Files  3.1 GB   3.8 GB   3.5 GB   3.2 GB   4.1 GB   4.4 GB   4.1 GB   5.0 GB   5.1 GB   5.0 GB   5.9 GB   7.7 GB   7.7 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.34.1
Vocabulary Size32002
Torch Data Typebfloat16

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

Rank the Openchat 3.5 0106 GGUF 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217