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Light 7B Beta by Sakalti

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  Merged Model   Arxiv:2306.01708   Autotrain compatible   Base model:qwen/qwen2.5-7b Base model:qwen/qwen2.5-7b-ins...   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sakalti/light-7b-beta 

Light 7B Beta Benchmarks

MMLU Pro: 38.4
GPQA: 9.51
MUSR: 11.83
BBH: 36.38
IFEval: 62.34 vs 88 (so35)-29.2%
MATH Lvl 5: 37.69
LLME Score: 0.33764
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Light 7B Beta (Sakalti/light-7b-beta)

Light 7B Beta Parameters and Internals

LLM NameLight 7B Beta
Repository 🤗https://huggingface.co/Sakalti/light-7b-beta 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B   Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B
Merged ModelYes
Model Size7b
Required VRAM15.2 GB
Updated2025-03-13
MaintainerSakalti
Model Typeqwen2
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   0.3 GB: 4-of-4
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Light 7B Beta

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB332350266
Hush Qwen2.5 7B Preview986K / 15.2 GB840
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB362
Hush Qwen2.5 7B V1.1986K / 15.2 GB281
Hush Qwen2.5 7B V1.3986K / 15.2 GB202
Hush Qwen2.5 7B V1.2986K / 15.2 GB211
Hush Qwen2.5 7B V1.4986K / 15.2 GB231
Qwen2.5 7B MixStock V0.1986K / 15.2 GB1643
Qwen2.5 7B Preview986K / 15.2 GB160
Qwen2.5 7B RRP 1M986K / 15.2 GB2046
Note: green Score (e.g. "73.2") means that the model is better than Sakalti/light-7b-beta.

Rank the Light 7B Beta 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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Release v20241227
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