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Theia 21B V1 by TheDrummer

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  Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TheDrummer/Theia-21B-v1 

Theia 21B V1 Benchmarks

LLME Score: 0.21562
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 (TheDrummer/Theia-21B-v1)

Theia 21B V1 Parameters and Internals

Training Details 
Methodology:
The finetuning process involved completion, RP, and instruct training.
Input Output 
Input Format:
Mistral format - Make sure that there is a space between `[/INST]` and `{{char}}:` like `[/INST] {{char}}:`. `[/INST]{{char}}:` (no space between) has a huge negative impact on performance.
Performance Tips:
Use DRY
LLM NameTheia 21B V1
Repository 🤗https://huggingface.co/TheDrummer/Theia-21B-v1 
Model Size21b
Required VRAM40.8 GB
Updated2025-02-05
MaintainerTheDrummer
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
Model ArchitectureMistralForCausalLM
Licenseother
Context Length1024000
Model Max Length1024000
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

Best Alternatives to Theia 21B V1

Best Alternatives
Context / RAM
Downloads
Likes
Moist Theia 21B1000K / 40.8 GB281
Theia 21B V21000K / 40.8 GB5427
Blendy0011000K / 40.8 GB50
NeMoist 21B V1a1000K / 40.8 GB482
Theia 21B V1 Pretrained1000K / 40.8 GB50
NeMoria 21B1000K / 40.9 GB3212
NeMoria 21B1000K / 40.9 GB1312
NeMoist 21B V0.51000K / 40.8 GB50
Codestral 21B Pruned32K / 43.1 GB162
Note: green Score (e.g. "73.2") means that the model is better than TheDrummer/Theia-21B-v1.

Rank the Theia 21B V1 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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Release v20241227
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