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Cognitivecomputations Samantha 1.11 7B Bnb 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Samantha 1.11 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   Llama   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-Samantha-1.11-7b-bnb-4bit-smashed 

Cognitivecomputations Samantha 1.11 7B Bnb 4bit Smashed Benchmarks

LLME Score: 0.20042
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Samantha 1.11 7B Bnb 4bit Smashed (PrunaAI/cognitivecomputations-Samantha-1.11-7b-bnb-4bit-smashed)

Cognitivecomputations Samantha 1.11 7B Bnb 4bit Smashed Parameters and Internals

Additional Notes 
The model is compressed with llm-int8, possibly affecting model quality compared to the base model. Supports safetensors format.
Training Details 
Data Sources:
WikiText
LLM NameCognitivecomputations Samantha 1.11 7B Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-Samantha-1.11-7b-bnb-4bit-smashed 
Base Model(s)  cognitivecomputations/Samantha-1.11-7b   cognitivecomputations/Samantha-1.11-7b
Model Size7b
Required VRAM4.2 GB
Updated2025-02-05
MaintainerPrunaAI
Model Typellama
Model Files  4.2 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Cognitivecomputations Samantha 1.11 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  
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