Ymail Search Phi3 Vllm Model 4B by kevin36524

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Mistral   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

Ymail Search Phi3 Vllm Model 4b Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ymail Search Phi3 Vllm Model 4B (kevin36524/ymail_search_phi3_vllm_model_4b)

Ymail Search Phi3 Vllm Model 4B Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
Additional Notes 
This mistral model was trained 2x faster using the Unsloth framework and Huggingface's TRL library.
LLM NameYmail Search Phi3 Vllm Model 4b
Repository ๐Ÿค—https://huggingface.co/kevin36524/ymail_search_phi3_vllm_model_4b 
Base Model(s)  unsloth/phi-3-mini-4k-instruct-bnb-4bit   unsloth/phi-3-mini-4k-instruct-bnb-4bit
Model Size4b
Required VRAM2.3 GB
Updated2025-02-05
Maintainerkevin36524
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 Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than kevin36524/ymail_search_phi3_vllm_model_4b.

Rank the Ymail Search Phi3 Vllm Model 4B 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