Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed by PrunaAI

 ยป  All LLMs  ยป  PrunaAI  ยป  Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed   URL Share it on

  4-bit   4bit   Autotrain compatible   Awq Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Conversational   Endpoints compatible   Instruct   Mistral   Pruna-ai   Quantized   Region:us   Safetensors

Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
๐ŸŒŸ Advertise your project ๐Ÿš€

Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed Parameters and Internals

Model Type 
Causal LM
Additional Notes 
Model is compressed with awq. Uses safetensors format. Calibration data: WikiText.
Input Output 
Performance Tips:
Efficiency results may vary. Test in use-case conditions to know if the smashed model benefits you.
LLM NameMistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed
Repository ๐Ÿค—https://huggingface.co/PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-AWQ-4bit-smashed 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM4.2 GB
Updated2025-06-09
MaintainerPrunaAI
Model Typemistral
Instruction-BasedYes
Model Files  4.2 GB
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed (PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-AWQ-4bit-smashed)

Best Alternatives to Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB150
Mistral 7B Instruct V0.2 AWQ32K / 4.2 GB13176845
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB40194
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB310
...reeze 7B 32K Instruct V1.0 AWQ32K / 4.7 GB90
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB110
Breeze 7B Instruct V1.0 AWQ32K / 4.6 GB251
Mistral 7B Instruct 32K AWQ32K / 4.2 GB241
...tral 7B Instruct V0.3 AWQ 4Bit32K / 4.2 GB301
Mistral 7B Instruct V0.3 AWQ32K / 4.2 GB121
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-AWQ-4bit-smashed.

Rank the Mistralai Mistral 7B Instruct V0.2 AWQ 4bit Smashed Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 48023 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124