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DRT 8B by Krystalan

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  Arxiv:2412.17498 Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Chat   Conversational   En   Instruct   Llama   Machine tranlsation   O1-like model   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Krystalan/DRT-8B 

DRT 8B Benchmarks

LLME Score: 0.22809
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DRT 8B (Krystalan/DRT-8B)

DRT 8B Parameters and Internals

LLM NameDRT 8B
Repository 🤗https://huggingface.co/Krystalan/DRT-8B 
Base Model(s)  meta-llama/Llama-3.1-8B-Instruct   meta-llama/Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-04-24
MaintainerKrystalan
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length131072
Model Max Length131072
Transformers Version4.47.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to DRT 8B

Best Alternatives
Context / RAM
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...otron 8B UltraLong 4M Instruct4192K / 32.1 GB258197
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...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB123015
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB253039
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB121
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB25288679
A4.21024K / 16.1 GB1350
Note: green Score (e.g. "73.2") means that the model is better than Krystalan/DRT-8B.

Rank the DRT 8B 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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