metadata
language:
- ml
- en
base_model: justinj92/Delphermes-8B
library_name: transformers
pipeline_tag: text-generation
tags:
- malayalam
- text-generation
- lora
- merged
license: apache-2.0
Delphermes-8B-RL
This is a merged LoRA model based on justinj92/Delphermes-8B, fine-tuned for Malayalam language tasks.
Model Details
- Base Model: justinj92/Delphermes-8B
- Language: Malayalam (ml), English (en)
- Type: Merged LoRA model
- Library: transformers
Usage
from transformers import AutoTokenizer, AutoModelForCausalLM
import torch
model_name = "justinj92/Delphermes-8B-RL"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(
model_name,
torch_dtype=torch.float16,
device_map="auto"
)
# Example usage
text = "നമസ്കാരം"
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs, max_length=100)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(response)
Training Details
This model was created by merging a LoRA adapter trained for Malayalam language understanding and generation.