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Manticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16 by TheBloke

 »  All LLMs  »  TheBloke  »  Manticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16   URL Share it on

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  Autotrain compatible   Custom code   Ext 8k   Fp16   Llama   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/TheBloke/Manticore-13B-Chat-Pyg-Guanaco-SuperHOT-8K-fp16 

Manticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16 Benchmarks

LLME Score: 0.09335
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Manticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16 (TheBloke/Manticore-13B-Chat-Pyg-Guanaco-SuperHOT-8K-fp16)
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Manticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Entertainment
Applications:
Chatbots, Automated conversation assistants
Primary Use Cases:
Extended context conversation
Limitations:
Unsuitable for real-time decision-making
Additional Notes 
The model is capable of handling an 8K context length.
Training Details 
Methodology:
LoRA with 1200 samples, learning rate of 3e-4, 3 epochs, modules: q_proj, k_proj, v_proj, o_proj, no bias, Rank = 4, Alpha = 8, no dropout, weight decay of 0.1, AdamW beta1 of 0.9, beta2 of 0.99, epsilon of 1e-5
Context Length:
8192
Input Output 
Output Format:
text
LLM NameManticore 13B Chat Pyg Guanaco SuperHOT 8K Fp16
Repository 🤗https://huggingface.co/TheBloke/Manticore-13B-Chat-Pyg-Guanaco-SuperHOT-8K-fp16 
Model Size13b
Required VRAM26 GB
Updated2025-09-22
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
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/Manticore-13B-Chat-Pyg-Guanaco-SuperHOT-8K-fp16.

Rank the Manticore 13B Chat Pyg Guanaco 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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Release v20241124
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