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Mistral DoryV2 12B by BeaverAI

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-n...   Conversational Dataset:beaverai/nemo-inst-tun...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BeaverAI/mistral-doryV2-12b 

Mistral DoryV2 12B Benchmarks

LLME Score: 0.21197
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral DoryV2 12B (BeaverAI/mistral-doryV2-12b)

Mistral DoryV2 12B Parameters and Internals

Model Type 
instruct finetune
Additional Notes 
Redone instruct finetune of mistral nemo 12b's base. Not (E)RP-focused, leave that to drummer.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
kalomaze/Opus_Instruct_3k, Magpie-Align/Magpie-Gemma2-Pro-Preview-Filtered, Gryphe/Sonnet3.5-SlimOrcaDedupCleaned, Fizzarolli/FallingThroughTheSkies-592k-Filtered-Filtered
Methodology:
Rank 64 QDoRA
Input Output 
Input Format:
alpaca-like
Accepted Modalities:
text
Output Format:
text
LLM NameMistral DoryV2 12B
Repository 🤗https://huggingface.co/BeaverAI/mistral-doryV2-12b 
Base Model(s)  Mistral Nemo Base 2407   mistralai/Mistral-Nemo-Base-2407
Model Size12b
Required VRAM24.5 GB
Updated2025-01-22
MaintainerBeaverAI
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.43.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than BeaverAI/mistral-doryV2-12b.

Rank the Mistral DoryV2 12B Capabilities

🆘 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! 🌟

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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