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Sheared Llama 2.7B Deita 6K Sft by Spico

 »  All LLMs  »  Spico  »  Sheared Llama 2.7B Deita 6K Sft   URL Share it on

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  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Spico/sheared-llama-2.7b-deita-6k-sft 

Sheared Llama 2.7B Deita 6K Sft Benchmarks

LLME Score: 0.17134
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sheared Llama 2.7B Deita 6K Sft (Spico/sheared-llama-2.7b-deita-6k-sft)

Sheared Llama 2.7B Deita 6K Sft Parameters and Internals

Model Type 
text generation
Additional Notes 
This model is for fair comparison with LLaMA-MoE-v1-sft.
Training Details 
Data Sources:
Deita-6K
Methodology:
supervised fine-tuning
LLM NameSheared Llama 2.7B Deita 6K Sft
Repository 🤗https://huggingface.co/Spico/sheared-llama-2.7b-deita-6k-sft 
Model Size2.7b
Required VRAM5.4 GB
Updated2025-02-22
MaintainerSpico
Model Typellama
Model Files  5.0 GB: 1-of-2   0.4 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Vinallama 2.7B4K / 5.5 GB66413
Note: green Score (e.g. "73.2") means that the model is better than Spico/sheared-llama-2.7b-deita-6k-sft.

Rank the Sheared Llama 2.7B Deita 6K Sft 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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Release v20241227
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