bert-lora-newsgroups

7
—
by
ALI-USER
Other
OTHER
New
7 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
Unknown
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Usespythontransformers
from transformers import AutoTokenizer, AutoModelForSequenceClassification
from peft import PeftModel

# Load base model and tokenizer
base_model_name = "bert-base-uncased"
tokenizer = AutoTokenizer.from_pretrained(base_model_name)
model = AutoModelForSequenceClassification.from_pretrained(base_model_name)

# Load LoRA adapter
lora_model = PeftModel.from_pretrained(model, "ALI-USER/bert-lora-newsgroups")

# Inference
text = "Hello world!"
inputs = tokenizer(text, return_tensors="pt")
outputs = lora_model(**inputs)
logits = outputs.logits

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.