MOLAR 10.7B by Q-bert

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  Adapter Base model:adapter:kyujinpy/sa... Base model:kyujinpy/sakura-sol...   Conversational   Dataset:meta-math/metamathqa   En   Finetuned   Instruct   Llama   Lora   Metamathqa   Peft   Region:us   Safetensors   Sharded   Solar   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/Q-bert/MOLAR-10.7B 

MOLAR 10.7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MOLAR 10.7B (Q-bert/MOLAR-10.7B)

MOLAR 10.7B Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (English)
Training Details 
Data Sources:
meta-math/MetaMathQA
Methodology:
Q-LoRA fine-tuned
Model Architecture:
Adapter model and normal model available
Input Output 
Input Format:
### Query:
Accepted Modalities:
text
Output Format:
### Response:
LLM NameMOLAR 10.7B
Repository ๐Ÿค—https://huggingface.co/Q-bert/MOLAR-10.7B 
Base Model(s)  Sakura SOLAR Instruct   kyujinpy/Sakura-SOLAR-Instruct
Model Size10.7b
Required VRAM21.4 GB
Updated2025-02-22
MaintainerQ-bert
Instruction-BasedYes
Model Files  0.2 GB   4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5   0.3 GB   0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|gate_proj|up_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

Best Alternatives to MOLAR 10.7B

Best Alternatives
Context / RAM
Downloads
Likes
Solar 10.7B V1.0 Adapter0K / 0.2 GB150
Note: green Score (e.g. "73.2") means that the model is better than Q-bert/MOLAR-10.7B.

Rank the MOLAR 10.7B 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 v20241227