Llama 3 SOLAR V0.1 by cookinai

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Llama   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth

Llama 3 SOLAR V0.1 Benchmarks

Llama 3 SOLAR V0.1 (cookinai/Llama-3-SOLAR-v0.1)

Llama 3 SOLAR V0.1 Parameters and Internals

Model Type 
text generation
Additional Notes 
Special thanks to Upstage's SOLAR Project for inspiration behind this model. The model was trained 2x faster using Unsloth and Huggingface's TRL library.
Training Details 
Data Sources:
llm-wizard/alpaca-gpt4-data, Crystalcareai/slimorca-dedup-alpaca-100k, meta-math/MetaMathQA
LLM NameLlama 3 SOLAR V0.1
Repository ๐Ÿค—https://huggingface.co/cookinai/Llama-3-SOLAR-v0.1 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainercookinai
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than cookinai/Llama-3-SOLAR-v0.1.

Rank the Llama 3 SOLAR V0.1 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