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Cognitivecomputations Samantha 1.11 7B HQQ 1bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Samantha 1.11 7B HQQ 1bit Smashed   URL Share it on

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  1bit   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-1bit-smashed 

Cognitivecomputations Samantha 1.11 7B HQQ 1bit Smashed Benchmarks

LLME Score: 0.19478
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 1bit Smashed (PrunaAI/cognitivecomputations-Samantha-1.11-7b-HQQ-1bit-smashed)

Cognitivecomputations Samantha 1.11 7B HQQ 1bit Smashed Parameters and Internals

Model Type 
text generation, compressed
Use Cases 
Areas:
commercial applications, research
Limitations:
Quality might vary compared to the base model
Additional Notes 
Results mentioning 'first' refer to metrics obtained after the first run, which might differ due to overheads.
Training Details 
Data Sources:
WikiText
Methodology:
compressed with hqq
Input Output 
Accepted Modalities:
text
Performance Tips:
The first run might be slower or take more memory due to CUDA overheads.
LLM NameCognitivecomputations Samantha 1.11 7B HQQ 1bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-Samantha-1.11-7b-HQQ-1bit-smashed 
Base Model(s)  cognitivecomputations/Samantha-1.11-7b   cognitivecomputations/Samantha-1.11-7b
Model Size7b
Required VRAM1.5 GB
Updated2025-02-22
MaintainerPrunaAI
Model Typellama
Model Files  1.5 GB
Quantization Type1bit
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 1bit 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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