Tulu 13B SuperHOT 8K Fp16 by TheBloke

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  Arxiv:2301.13688   Arxiv:2302.13971   Arxiv:2304.03277   Arxiv:2304.07327   Arxiv:2306.04751   Autotrain compatible   Custom code   Ext 8k   Fp16   Llama   Pytorch   Quantized   Region:us   Sharded

Tulu 13B SuperHOT 8K Fp16 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tulu 13B SuperHOT 8K Fp16 (TheBloke/Tulu-13B-SuperHOT-8K-fp16)
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Tulu 13B SuperHOT 8K Fp16 Parameters and Internals

Model Type 
Text Generation
Use Cases 
Areas:
Research, Instruction Tuning
Additional Notes 
This model was trained as part of exploring instruction tuning through open resources in the paper How Far Can Camels Go?.
Training Details 
Data Sources:
FLAN V2, CoT, Dolly, Open Assistant 1, GPT4-Alpaca, Code-Alpaca, ShareGPT
Data Volume:
Methodology:
Instruction Tuning
Context Length:
8192
Input Output 
Input Format:
<|user|> Your message here! <|assistant|>
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Ensure newline after assistant prompt for best results.
LLM NameTulu 13B SuperHOT 8K Fp16
Repository ๐Ÿค—https://huggingface.co/TheBloke/Tulu-13B-SuperHOT-8K-fp16 
Model Size13b
Required VRAM26 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Context Length8k
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.30.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32001
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Tulu-13B-SuperHOT-8K-fp16.

Rank the Tulu 13B SuperHOT 8K Fp16 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 v20241124