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abhiramivs/
malayalam_asr_model

Name: malayalam_asr_model
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🔧 LoRA Fine-Tuned Adapter for [Your Task or Dataset Name]

This repository contains a LoRA (Low-Rank Adaptation) fine-tuned adapter for the base model Whisper-small(https://huggingface.co/openai/whisper-small). The adapter is trained on [Malayalam speech data].

🧠 Base Model

Base Model: whisper-small
Model Type: Seq2Seq (pick one)
LoRA Library: PEFT (Hugging Face)

🏋️ Training Details

Framework: PyTorch + 🤗 Transformers + 🤗 PEFT
LoRA Config:
- r = 32
- lora_alpha = 64
- lora_dropout = 0.05
- bias = "none"
- `task_type = None

🧪 How to Use

python

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

# Load base model and tokenizer
base_model = AutoModelForCausalLM.from_pretrained("openai/whisper-small")
tokenizer = AutoTokenizer.from_pretrained("openai/whisper-small")

# Load LoRA adapter
model = PeftModel.from_pretrained(base_model, "abhiramivs/malayalam_asr_model")