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Cognitivecomputations Samantha 1.11 7B HQQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Samantha 1.11 7B HQQ 4bit Smashed   URL Share it on

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  4bit   Autotrain compatible Base model:cognitivecomputatio... Base model:finetune:cognitivec...   Endpoints compatible   Llama   Pruna-ai   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-Samantha-1.11-7b-HQQ-4bit-smashed 

Cognitivecomputations Samantha 1.11 7B HQQ 4bit Smashed Benchmarks

LLME Score: 0.20207
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 HQQ 4bit Smashed (PrunaAI/cognitivecomputations-Samantha-1.11-7b-HQQ-4bit-smashed)

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

Model Type 
compressed, quantized
Use Cases 
Areas:
research, commercial applications
Training Details 
Data Sources:
WikiText
Methodology:
The model is compressed with hqq
LLM NameCognitivecomputations Samantha 1.11 7B HQQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-Samantha-1.11-7b-HQQ-4bit-smashed 
Base Model(s)  cognitivecomputations/Samantha-1.11-7b   cognitivecomputations/Samantha-1.11-7b
Model Size7b
Required VRAM3.9 GB
Updated2025-01-16
MaintainerPrunaAI
Model Typellama
Model Files  3.9 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 HQQ 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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Release v20241227
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