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Mistral 7B V0.3 Prune6 by pszemraj

 »  All LLMs  »  pszemraj  »  Mistral 7B V0.3 Prune6   URL Share it on

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  Merged Model   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pszemraj/Mistral-7B-v0.3-prune6 

Mistral 7B V0.3 Prune6 Benchmarks

LLME Score: 0.18784
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.3 Prune6 (pszemraj/Mistral-7B-v0.3-prune6)

Mistral 7B V0.3 Prune6 Parameters and Internals

Model Type 
layer-pruned, pre-trained language model
Additional Notes 
Merged using the passthrough merge method, with [mergekit](https://github.com/cg123/mergekit). No additional training was done.
Supported Languages 
en (unknown)
LLM NameMistral 7B V0.3 Prune6
Repository 🤗https://huggingface.co/pszemraj/Mistral-7B-v0.3-prune6 
Base Model(s)  mistralai/Mistral-7B-v0.3   mistralai/Mistral-7B-v0.3
Merged ModelYes
Model Size7b
Required VRAM11.9 GB
Updated2025-02-22
Maintainerpszemraj
Model Typemistral
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   2.1 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typebfloat16

Best Alternatives to Mistral 7B V0.3 Prune6

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
MegaBeam Mistral 7B 512K512K / 14.4 GB568150
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB563316
Hebrew Mistral 7B 200K256K / 30 GB1461915
Astral 256K 7B V2250K / 14.4 GB70
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than pszemraj/Mistral-7B-v0.3-prune6.

Rank the Mistral 7B V0.3 Prune6 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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