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Mistral 7B LoRA AudioWhisper by sshh12

 »  All LLMs  »  sshh12  »  Mistral 7B LoRA AudioWhisper   URL Share it on

  5   
  Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Finetuned   Instruct   Lora   Mistral-lmm   Multimodal   Peft   Region:us
Model Card on HF 🤗: https://huggingface.co/sshh12/Mistral-7B-LoRA-AudioWhisper 

Mistral 7B LoRA AudioWhisper Benchmarks

LLME Score: 0.12481
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B LoRA AudioWhisper (sshh12/Mistral-7B-LoRA-AudioWhisper)
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Mistral 7B LoRA AudioWhisper Parameters and Internals

Model Type 
multimodal
Additional Notes 
Weights for a version of mistralai/Mistral-7B-Instruct-v0.1 finetuned for multimodal applications.
Training Details 
Data Sources:
sshh12/whisper-gpt-common_voice_15_0-finetune
Data Volume:
300000 examples
Hardware Used:
NVIDIA RTX A6000
Model Architecture:
MistralLMMForCausalLM -> LoraModel -> MistralLMMModel
Input Output 
Accepted Modalities:
WhisperAudioModality
LLM NameMistral 7B LoRA AudioWhisper
Repository 🤗https://huggingface.co/sshh12/Mistral-7B-LoRA-AudioWhisper 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.1   mistralai/Mistral-7B-Instruct-v0.1
Model Size7b
Required VRAM0.4 GB
Updated2025-09-23
Maintainersshh12
Instruction-BasedYes
Model Files  0.4 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|gate_proj|q_proj|o_proj|v_proj|k_proj|down_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than sshh12/Mistral-7B-LoRA-AudioWhisper.

Rank the Mistral 7B LoRA AudioWhisper 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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