# Hugging Face

- [Huggingface Basic](/beat-by-wire/llms/hugging-face/huggingface-basic.md)
- [Datasets](/beat-by-wire/llms/hugging-face/huggingface-basic/datasets.md)
- [Tokenizer](/beat-by-wire/llms/hugging-face/huggingface-basic/tokenizer.md)
- [Sentence Embeddings](/beat-by-wire/llms/hugging-face/huggingface-basic/sentence-embeddings.md)
- [Transformers](/beat-by-wire/llms/hugging-face/huggingface-basic/transformers.md)
- [Sentence Transformers](/beat-by-wire/llms/hugging-face/huggingface-basic/sentence-transformers.md)
- [Evaluate](/beat-by-wire/llms/hugging-face/huggingface-basic/evaluate.md)
- [Diffusers](/beat-by-wire/llms/hugging-face/huggingface-basic/diffusers.md)
- [Huggingface Tasks](/beat-by-wire/llms/hugging-face/huggingface-tasks.md)
- [NLP](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp.md)
- [Sentiment Analysis](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/sentiment-analysis.md)
- [Zero-shot Classification](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/zero-shot-classification.md)
- [Aspect-Based Sentiment Analysis](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/aspect-based-sentiment-analysis.md)
- [Feature Extraction](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/feature-extraction.md)
- [Intent Classification](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/intent-classification.md)
- [Topic Modeling: BERTopic](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/topic-modeling-bertopic.md)
- [NER: Token Classification](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/ner-token-classification.md)
- [Summarization](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/summarization.md)
- [Translation](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/translation.md)
- [Text Generation](/beat-by-wire/llms/hugging-face/huggingface-tasks/nlp/text-generation.md)
- [Audio & Tabular](/beat-by-wire/llms/hugging-face/huggingface-tasks/audio-and-tabular.md)
- [Text-to-Speech: TTS](/beat-by-wire/llms/hugging-face/huggingface-tasks/audio-and-tabular/text-to-speech-tts.md)
- [Speech Recognition: Whisper](/beat-by-wire/llms/hugging-face/huggingface-tasks/audio-and-tabular/speech-recognition-whisper.md)
- [Audio Classification](/beat-by-wire/llms/hugging-face/huggingface-tasks/audio-and-tabular/audio-classification.md)
- [Tabular Qustaion & Answering](/beat-by-wire/llms/hugging-face/huggingface-tasks/audio-and-tabular/tabular-qustaion-and-answering.md)
- [Vision & Multimodal](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal.md)
- [Image-to-Text](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/image-to-text.md)
- [Text to Image](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/text-to-image.md)
- [Image to Image](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/image-to-image.md)
- [Text or Image-to-Video](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/text-or-image-to-video.md)
- [Depth Estimation](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/depth-estimation.md)
- [Image Classification](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/image-classification.md)
- [Object Detection](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/object-detection.md)
- [Segmentatio](/beat-by-wire/llms/hugging-face/huggingface-tasks/vision-and-multimodal/segmentatio.md)
- [Huggingface Optimization](/beat-by-wire/llms/hugging-face/huggingface-optimization.md)
- [Accelerator](/beat-by-wire/llms/hugging-face/huggingface-optimization/accelerator.md)
- [Bitsandbytes](/beat-by-wire/llms/hugging-face/huggingface-optimization/bitsandbytes.md)
- [Flash Attention](/beat-by-wire/llms/hugging-face/huggingface-optimization/flash-attention.md)
- [Quantization](/beat-by-wire/llms/hugging-face/huggingface-optimization/quantization.md)
- [Safetensors](/beat-by-wire/llms/hugging-face/huggingface-optimization/safetensors.md)
- [Optimum-ONNX](/beat-by-wire/llms/hugging-face/huggingface-optimization/optimum-onnx.md)
- [Optimum-NVIDIA](/beat-by-wire/llms/hugging-face/huggingface-optimization/optimum-nvidia.md)
- [Optimum-Intel](/beat-by-wire/llms/hugging-face/huggingface-optimization/optimum-intel.md)
- [Huggingface Fine-tuning](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning.md)
- [Transformer Fine-tuning](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/transformer-fine-tuning.md)
- [PEFT Fine-tuning](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/peft-fine-tuning.md)
- [PEFT: Fine-tuning with QLoRA](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/peft-fine-tuning-with-qlora.md)
- [PEFT: Fine-tuning Phi-2 with QLoRA](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/peft-fine-tuning-phi-2-with-qlora.md)
- [Axoltl Fine-tuning with QLoRA](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/axoltl-fine-tuning-with-qlora.md)
- [TRL: RLHF Alignment Fine-tuning](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/trl-rlhf-alignment-fine-tuning.md)
- [TRL: DPO Fine-tuning with Phi-3-4k-instruct](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/trl-dpo-fine-tuning-with-phi-3-4k-instruct.md)
- [TRL: ORPO Fine-tuning with Llama3-8B](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/trl-orpo-fine-tuning-with-llama3-8b.md)
- [Convert GGUF gemma-2b with llama.cpp](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/convert-gguf-gemma-2b-with-llama.cpp.md)
- [Apple Silicon Fine-tuning Gemma-2B with MLX](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/apple-silicon-fine-tuning-gemma-2b-with-mlx.md)
- [LLM Mergekit](/beat-by-wire/llms/hugging-face/huggingface-fine-tuning/llm-mergekit.md)
