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Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed   URL Share it on

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Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed is an open-source language model by PrunaAI. Features: 2b LLM, VRAM: 1.3GB, Context: 8K, Quantized, LLM Explorer Score: 0.14.

  1bit Base model:cognitivecomputatio... Base model:finetune:cognitivec...   Gemma   Pruna-ai   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.8-gemma-2b-HQQ-1bit-smashed 

Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed Benchmarks

LLME Score: 0.13683
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed (PrunaAI/cognitivecomputations-dolphin-2.8-gemma-2b-HQQ-1bit-smashed)
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Cognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed Parameters and Internals

Model Type 
compressed
Use Cases 
Areas:
model compression, efficiency improvement
Primary Use Cases:
reducing AI model size, improving model inference speed, decreasing energy consumption
Additional Notes 
Model efficiency and metrics provided for first run and sync/async distinction. Compressed using 1bit quantization.
Training Details 
Data Sources:
WikiText
Methodology:
Model is compressed with hqq.
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Run efficiency tests under intended use-case conditions.
LLM NameCognitivecomputations Dolphin 2.8 Gemma 2B HQQ 1bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.8-gemma-2b-HQQ-1bit-smashed 
Base Model(s)  cognitivecomputations/dolphin-2.8-gemma-2b   cognitivecomputations/dolphin-2.8-gemma-2b
Model Size2b
Required VRAM1.3 GB
Updated2025-09-13
MaintainerPrunaAI
Model Typegemma
Model Files  1.3 GB
Quantization Type1bit
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-dolphin-2.8-gemma-2b-HQQ-1bit-smashed.

Rank the Cognitivecomputations Dolphin 2.8 Gemma 2B 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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