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Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible   Awq Base model:prunaai/cognitiveco... Base model:quantized:prunaai/c...   Conversational   Endpoints compatible   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed 

Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed Benchmarks

LLME Score: 0.20167
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed (PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed)

Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed Parameters and Internals

Model Type 
causal language model
Additional Notes 
The model is compressed to be cheaper, smaller, faster, and greener.
Input Output 
Performance Tips:
Consider running the smashed model in the intended use-case conditions to evaluate efficiency.
LLM NameCognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed 
Base Model(s)  PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed   PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed
Model Size7b
Required VRAM4.2 GB
Updated2025-02-05
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
Padding Token</s>
Vocabulary Size32002
Torch Data Typefloat16

Quantized Models of the Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed

Model
Likes
Downloads
VRAM
....1 Mistral 7B AWQ 4bit Smashed0774 GB

Best Alternatives to Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB60
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB35422
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB4751043
Ghost 7B Alpha AWQ32K / 4.2 GB780
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB800
Mahou 1.3a Mistral 7B AWQ32K / 4.2 GB761
Tess 7B V2.0 AWQ32K / 4.2 GB771
Mahou 1.3 Mistral 7B AWQ32K / 4.2 GB770
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB90
...Instruct V0.2 AWQ 4bit Smashed32K / 4.2 GB771
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-dolphin-2.2.1-mistral-7b-AWQ-4bit-smashed.

Rank the Cognitivecomputations Dolphin 2.2.1 Mistral 7B AWQ 4bit Smashed Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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