philschmid/deep-learning-pytorch-huggingface
philschmid/deep-learning-pytorch-huggingface has 1,396 GitHub stars and 259 forks. GitHot measured 0 stars in 24 hours and +1 in 7 days. Last checked 2026-11-09 05:18 UTC. Last push 2025-02-27.
This repository contains instructions/examples/tutorials for getting started with Deep Learning using PyTorch and Hugging Face libraries like transformers, datasets.
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README.md
OriginalGetting Started with Deep Learning with PyTorch and Hugging Face
This repository contains instructions/examples/tutorials for getting started with Deep Learning using PyTorch and Hugging Face libraries like transformers, datasets.
Training Examples
- Fine-tune FLAN-T5 XL/XXL using DeepSpeed & Hugging Face Transformers
- Fine-tune FLAN-T5 for chat & dialogue summarization
- Fine-tune Falcon 180B with DeepSpeed ZeRO, LoRA & Flash Attention
- Getting started with Transformers and TPU using PyTorch
- Extended Guide: Instruction-tune Llama 2
- Quantize open LLMs using optimum and GPTQ
- Fine-tune Embedding models for RAG
- Fine-tune LLMs in 2024 with TRL
- Fine-tune LLMs in 2025
- Fine-tune Multimodal LLMs with TRL
- RLHF in 2024 with DPO & Hugging Face
- Fine-tune Gemma with ChatML
- Efficiently scale distributed training with FSDP & Q-LoRA
- Fine-tune classifier with ModernBERT in 2025
- How to align open LLMs in 2025 with DPO & Hugging Face
Inference Examples
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