Fine-tuning technology graph
Comment Fine-tuning se rattache au reste de la pile IA. Cliquez sur un nœud pour parcourir le graphe, ou ouvrez la page de la technologie pour le détail.
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Types de relation
- technical
- alternative
- integration
- evolution
- application
- classification
Chargement du graphe interactif…
Toutes les relations
Utilise et dépend de
- Instruction Tuning technique Techniques Instruction Tuning based on Fine-tuning High ✓ source
- Supervised Fine-Tuning technique Techniques Supervised Fine-Tuning based on Fine-tuning High ✓ source
Appliqué à
- Axolotl framework Frameworks Axolotl used for Fine-tuning High ✓ source
- DeepSpeed framework Frameworks DeepSpeed used for Fine-tuning High ✓ source
- Dropout technique Techniques Dropout used for Fine-tuning High ✓ source
- Gradient Descent technique Algorithms Gradient Descent used for Fine-tuning High ✓ source
- Learning Rate concept Algorithms Learning Rate used for Fine-tuning High ✓ source
- LoRA technique Techniques LoRA used for Fine-tuning High ✓ source
- MLflow tool MLOps MLflow used for Fine-tuning High ✓ source
- PEFT library LLM Frameworks PEFT used for Fine-tuning High ✓ source
- RLHF technique Techniques RLHF used for Fine-tuning High ✓ source
- Regularization concept Algorithms Regularization used for Fine-tuning High ✓ source
- Reinforcement Learning concept Algorithms Reinforcement Learning used for Fine-tuning High ✓ source
- Synthetic Data technique Techniques Synthetic Data used for Fine-tuning High ✓ source
- TRL library LLM Frameworks TRL used for Fine-tuning High ✓ source
- Weights & Biases tool MLOps Weights & Biases used for Fine-tuning High ✓ source
Alternatives
- RAG technique Techniques RAG alternative to Fine-tuning Medium ✓ source
Classification
- Overfitting concept Algorithms Overfitting part of Fine-tuning High ✓ source