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Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed by PrunaAI

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Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed is an open-source language model by PrunaAI. Features: 7b LLM, VRAM: 4.5GB, Context: 32K, Quantized, LLM Explorer Score: 0.14.

  4-bit   4bit Base model:cognitivecomputatio... Base model:quantized:cognitive...   Bitsandbytes   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-fc-dolphin-2.6-mistral-7b-dpo-laser-bnb-4bit-smashed 

Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed Benchmarks

LLME Score: 0.13678
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed (PrunaAI/cognitivecomputations-fc-dolphin-2.6-mistral-7b-dpo-laser-bnb-4bit-smashed)
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Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed Parameters and Internals

Model Type 
causal language model
Additional Notes 
Model can be loaded using 'trust_remote_code' with 'AutoModelForCausalLM' and tokenized using 'AutoTokenizer'.
Training Details 
Data Sources:
WikiText
Methodology:
llm-int8 compression
LLM NameCognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-fc-dolphin-2.6-mistral-7b-dpo-laser-bnb-4bit-smashed 
Base Model(s)  cognitivecomputations/fc-dolphin-2.6-mistral-7b-dpo-laser   cognitivecomputations/fc-dolphin-2.6-mistral-7b-dpo-laser
Model Size7b
Required VRAM4.5 GB
Updated2025-09-23
MaintainerPrunaAI
Model Typemistral
Model Files  4.5 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
Vocabulary Size32001
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-fc-dolphin-2.6-mistral-7b-dpo-laser-bnb-4bit-smashed.

Rank the Cognitivecomputations Fc Dolphin 2.6 Mistral 7B DPO Laser 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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