Best 8B by apry

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  Arxiv:1910.09700   8-bit   Autotrain compatible   Conversational   Custom code   Endpoints compatible   Gptq   Lora   Phi3   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/apry/best_8b 

Best 8b Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Best 8B (apry/best_8b)

Best 8B Parameters and Internals

LLM NameBest 8b
Repository ๐Ÿค—https://huggingface.co/apry/best_8b 
Model Size8b
Required VRAM0.1 GB
Updated2025-02-22
Maintainerapry
Model Files  0.1 GB   4.1 GB
Model ArchitectureAutoModelForCausalLM
Model Max Length131072
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_up_proj|qkv_proj|down_proj|o_proj
LoRA Alpha32
LoRA Dropout0.1
R Param8

Best Alternatives to Best 8B

Best Alternatives
Context / RAM
Downloads
Likes
Trillama 8B8K / 16.1 GB1793
AutogenJune20008K / 33.8 GB70
Llama3 8B8K / 16.1 GB50
Medllama3 V200K / 16.1 GB2563169
Autotrain Pvqlj Odah20K / 0.2 GB180
500tiao 100lun0K / 0.2 GB70
Codelica0K / 16.1 GB1110
ModeliCo 8B0K / 16.1 GB112
TalktoaiQT0K / 16.1 GB332
MotherEarth Proverbs 1.0 8B0K / 16.1 GB200
Note: green Score (e.g. "73.2") means that the model is better than apry/best_8b.

Rank the Best 8B Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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