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Cognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:cognitivecomputatio... Base model:quantized:cognitive...   Bitsandbytes   Conversational   Custom code   Endpoints compatible   Phi-msft   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2_6-phi-2-bnb-4bit-smashed 

Cognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed Benchmarks

LLME Score: 0.20145
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed (PrunaAI/cognitivecomputations-dolphin-2_6-phi-2-bnb-4bit-smashed)

Cognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed Parameters and Internals

Model Type 
smashed, compressed
Use Cases 
Areas:
commercial applications, research
Limitations:
Efficiency results may vary in other settings like different hardware or batch size., The model quality might vary from the base model.
Considerations:
We recommend testing efficiency gains directly in your use-cases.
Input Output 
Input Format:
Text prompt input
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Run the model under use-case conditions to assess efficiency gains. Check 'first' and 'Sync'/'Async' metrics for specific contexts.
LLM NameCognitivecomputations Dolphin 2 6 Phi 2 Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2_6-phi-2-bnb-4bit-smashed 
Base Model(s)  Dolphin 2 6 Phi 2   cognitivecomputations/dolphin-2_6-phi-2
Model Size1.6b
Required VRAM1.9 GB
Updated2025-01-16
MaintainerPrunaAI
Model Typephi-msft
Model Files  1.9 GB
Quantization Type4bit
Model ArchitecturePhiForCausalLM
Model Max Length2048
Transformers Version4.40.0
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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