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Solar Claude by Cossale

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  4bit Base model:finetune:unsloth/so... Base model:unsloth/solar-10.7b...   En   Endpoints compatible   Llama   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Cossale/Solar-Claude 

Solar Claude Benchmarks

LLME Score: 0.1743
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Solar Claude (Cossale/Solar-Claude)

Solar Claude Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameSolar Claude
Repository 🤗https://huggingface.co/Cossale/Solar-Claude 
Base Model(s)  unsloth/solar-10.7b-bnb-4bit   unsloth/solar-10.7b-bnb-4bit
Model Size10.7b
Required VRAM0.3 GB
Updated2025-02-23
MaintainerCossale
Model Files  0.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|v_proj|o_proj|gate_proj|down_proj|up_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16

Best Alternatives to Solar Claude

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Context / RAM
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Lumosia MoE 4x10.7 GGUF0K / 12 GB3306
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CarbonVillain En 10.7B V4 GGUF0K / 4.5 GB856
Solar 10.7B SLERP GGUF0K / 4.5 GB21014
PiVoT 10.7B Mistral V0.2 GGUF0K / 4.5 GB1955
Note: green Score (e.g. "73.2") means that the model is better than Cossale/Solar-Claude.

Rank the Solar Claude 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  
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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