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Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:cognitivecomputatio... Base model:quantized:cognitive...   Bitsandbytes   Endpoints compatible   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-samantha-mistral-7b-bnb-4bit-smashed 

Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed Benchmarks

LLME Score: 0.20082
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed (PrunaAI/cognitivecomputations-samantha-mistral-7b-bnb-4bit-smashed)

Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
The model is compressed with llm-int8 and uses safetensors format. Calibration data used: WikiText. Naming convention adds 'turbo', 'tiny', or 'green' for models achieving <90% of the original's inference metrics.
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Test efficiency gains directly in your use-cases; the first run might take more memory due to CUDA overheads.
LLM NameCognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-samantha-mistral-7b-bnb-4bit-smashed 
Base Model(s)  Samantha Mistral 7B   cognitivecomputations/samantha-mistral-7b
Model Size7b
Required VRAM4.5 GB
Updated2025-01-17
MaintainerPrunaAI
Model Typemistral
Model Files  4.5 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-samantha-mistral-7b-bnb-4bit-smashed.

Rank the Cognitivecomputations Samantha Mistral 7B Bnb 4bit Smashed 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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