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Llama 30B Supercot SuperHOT 8K Fp16 by TheBloke

 »  All LLMs  »  TheBloke  »  Llama 30B Supercot SuperHOT 8K Fp16   URL Share it on

  1924   
  Autotrain compatible   Custom code   Ext 8k   Fp16   Llama   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/TheBloke/llama-30b-supercot-SuperHOT-8K-fp16 

Llama 30B Supercot SuperHOT 8K Fp16 Benchmarks

LLME Score: 0.10809
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 30B Supercot SuperHOT 8K Fp16 (TheBloke/llama-30b-supercot-SuperHOT-8K-fp16)
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Llama 30B Supercot SuperHOT 8K Fp16 Parameters and Internals

Model Type 
text generation
Additional Notes 
Note that `config.json` has been set to a sequence length of 8192, but can be modified to 4096.
Training Details 
Data Sources:
huggyllama/llama-30b, kaiokendev/SuperCOT-LoRA
Methodology:
Langchain prompting with SuperHOT extensions, LoRA technique
Input Output 
Input Format:
USER: [prompt] ASSISTANT:
LLM NameLlama 30B Supercot SuperHOT 8K Fp16
Repository 🤗https://huggingface.co/TheBloke/llama-30b-supercot-SuperHOT-8K-fp16 
Model Size30b
Required VRAM65.2 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  9.8 GB: 1-of-7   10.0 GB: 2-of-7   9.9 GB: 3-of-7   9.9 GB: 4-of-7   9.9 GB: 5-of-7   10.0 GB: 6-of-7   5.7 GB: 7-of-7
Context Length8k
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.30.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/llama-30b-supercot-SuperHOT-8K-fp16.

Rank the Llama 30B Supercot 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
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