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Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible   Awq Base model:cognitivecomputatio... Base model:quantized:cognitive...   Conversational   Endpoints compatible   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.1-mistral-7b-AWQ-4bit-smashed 

Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed Benchmarks

LLME Score: 0.20076
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed (PrunaAI/cognitivecomputations-dolphin-2.1-mistral-7b-AWQ-4bit-smashed)

Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed Parameters and Internals

Model Type 
text generation
Additional Notes 
Results mentioning 'first', 'Sync', and 'Async' provide details on first run peculiarities and different measurement conditions respectively.
Input Output 
Performance Tips:
We recommend to directly run efficiency tests in your use-case conditions to understand the benefit of the smashed model.
LLM NameCognitivecomputations Dolphin 2.1 Mistral 7B AWQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.1-mistral-7b-AWQ-4bit-smashed 
Base Model(s)  cognitivecomputations/dolphin-2.1-mistral-7b   cognitivecomputations/dolphin-2.1-mistral-7b
Model Size7b
Required VRAM4.2 GB
Updated2025-01-24
MaintainerPrunaAI
Model Typemistral
Model Files  4.2 GB
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-dolphin-2.1-mistral-7b-AWQ-4bit-smashed.

Rank the Cognitivecomputations Dolphin 2.1 Mistral 7B AWQ 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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