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Phi3 Mini 4bit COIG CQIA by cupkappu

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/l... Base model:unsloth/llama-3-8b-...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Llama   Mistral   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/cupkappu/Phi3-mini-4bit-COIG-CQIA 

Phi3 Mini 4bit COIG CQIA Benchmarks

LLME Score: 0.16929
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi3 Mini 4bit COIG CQIA (cupkappu/Phi3-mini-4bit-COIG-CQIA)

Phi3 Mini 4bit COIG CQIA Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NamePhi3 Mini 4bit COIG CQIA
Repository 🤗https://huggingface.co/cupkappu/Phi3-mini-4bit-COIG-CQIA 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM2.3 GB
Updated2025-06-01
Maintainercupkappu
Model Typemistral
Instruction-BasedYes
Model Files  2.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
Vocabulary Size32064
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than cupkappu/Phi3-mini-4bit-COIG-CQIA.

Rank the Phi3 Mini 4bit COIG CQIA 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 v20241227
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