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Theia 21B V1 Pretrained by athirdpath

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  Autotrain compatible Base model:finetune:thedrummer... Base model:thedrummer/theia-21...   Conversational   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/athirdpath/Theia-21B-v1_pretrained 

Theia 21B V1 Pretrained Benchmarks

LLME Score: 0.20904
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Theia 21B V1 Pretrained (athirdpath/Theia-21B-v1_pretrained)

Theia 21B V1 Pretrained Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
Model was trained 2x faster using Unsloth.
Supported Languages 
en ()
Training Details 
Methodology:
Finetuned with Unsloth and Huggingface's TRL library
Model Architecture:
Mistral
LLM NameTheia 21B V1 Pretrained
Repository 🤗https://huggingface.co/athirdpath/Theia-21B-v1_pretrained 
Base Model(s)  Theia 21B V1   TheDrummer/Theia-21B-v1
Model Size21b
Required VRAM40.8 GB
Updated2025-01-29
Maintainerathirdpath
Model Typemistral
Model Files  4.9 GB: 1-of-9   4.9 GB: 2-of-9   4.9 GB: 3-of-9   4.9 GB: 4-of-9   4.9 GB: 5-of-9   4.9 GB: 6-of-9   4.9 GB: 7-of-9   4.9 GB: 8-of-9   1.6 GB: 9-of-9
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.44.0
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 athirdpath/Theia-21B-v1_pretrained.

Rank the Theia 21B V1 Pretrained 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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