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AlphaMonarch 7B 2bit HQQ by mlabonne

 »  All LLMs  »  mlabonne  »  AlphaMonarch 7B 2bit HQQ   URL Share it on

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  2bit   Autoquant   Autotrain compatible Base model:finetune:mlabonne/n... Base model:mlabonne/neuralmona...   Conversational   Dpo   En   Endpoints compatible   Hqq   Lazymergekit   Merge   Mistral   Model-index   Quantized   Region:us   Rlhf
Model Card on HF 🤗: https://huggingface.co/mlabonne/AlphaMonarch-7B-2bit-HQQ 

AlphaMonarch 7B 2bit HQQ Benchmarks

LLME Score: 0.17798
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AlphaMonarch 7B 2bit HQQ (mlabonne/AlphaMonarch-7B-2bit-HQQ)

AlphaMonarch 7B 2bit HQQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
text generation, conversations, RP, storytelling
Primary Use Cases:
conversational tasks, storytelling, reasoning
Additional Notes 
Performs well in reasoning and conversational tasks, has a formal style which can be modified through prompt engineering.
Training Details 
Data Sources:
mlabonne/truthy-dpo-v0.1, mlabonne/distilabel-intel-orca-dpo-pairs, mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha
Context Length:
8000
Input Output 
Input Format:
Chat template format
Accepted Modalities:
text
Output Format:
text generation output
Performance Tips:
Adjust inference parameters like temperature, top_k, and top_p for better results.
LLM NameAlphaMonarch 7B 2bit HQQ
Repository 🤗https://huggingface.co/mlabonne/AlphaMonarch-7B-2bit-HQQ 
Base Model(s)  NeuralMonarch 7B   mlabonne/NeuralMonarch-7B
Model Size7b
Required VRAM2.4 GB
Updated2025-02-05
Maintainermlabonne
Model Typemistral
Model Files  2.4 GB
Supported Languagesen
Quantization Type2bit
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/AlphaMonarch-7B-2bit-HQQ.

Rank the AlphaMonarch 7B 2bit HQQ 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  
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Release v20241227
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