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Llama 3 SOLAR V0.2 by cookinai

 »  All LLMs  »  cookinai  »  Llama 3 SOLAR V0.2   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/cookinai/Llama-3-SOLAR-v0.2 

Llama 3 SOLAR V0.2 Benchmarks

ARC: 58.45 vs 96.7 (so35)-39.6%
HellaSwag: 81.38 vs 95.3 (gpt4)-14.6%
MMLU: 64.81 vs 88.3 (so35)-26.6%
TruthfulQA: 45 vs 59 (gpt4)-23.7%
WinoGrande: 78.77 vs 87.5 (gpt4)-10%
GSM8K: 43.44 vs 96.4 (so35)-54.9%
LLME Score: 0.20239
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Llama 3 SOLAR V0.2 Parameters and Internals

Model Type 
text generation inference
Additional Notes 
This is not an official SOLAR Model from Upstage, it's just a recreation attempt inspired by Upstage's SOLAR Project.
Training Details 
Data Sources:
llm-wizard/alpaca-gpt4-data, Crystalcareai/slimorca-dedup-alpaca-100k, meta-math/MetaMathQA, Intel/orca_dpo_pairs (ORPO)
LLM NameLlama 3 SOLAR V0.2
Repository 🤗https://huggingface.co/cookinai/Llama-3-SOLAR-v0.2 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-03-02
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 Version4.36.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Llama 3 SOLAR V0.2

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB142
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB92
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB70
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1125
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2617
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB83
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB101
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB161
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB81

Rank the Llama 3 SOLAR V0.2 Capabilities

🆘 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! 🌟

Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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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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