Phil Schmid
Hugging Face LLM tutorials · Intermediate to advanced
Hands-on guides for fine-tuning, serving, and using open-source models with Hugging Face tooling.
Skills
Open models, Fine-tuning, Deployment, Transformers
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
11 matches for "Fine-tuning"
Educators
Lewis Tunstall
NLP with Transformers · Intermediate
Strong practical guide to using Transformer models for real NLP tasks.
Skills
Transformers, NLP, Open models, Fine-tuning
Providers and platforms
Meta Llama
Llama model cards and prompt formats · Beginner to advanced
Official path into current Llama families, prompt formats, open-weight deployment, model access, hosting, and integration decisions.
Topics
Llama, Open models, Llama API, Local models, Fine-tuning, Model deployment, Safety models
Learning paths
Model internals
Engineers who want deeper understanding
Learn first
- Neural nets from scratch
- Transformers
- Training loops
- Fine-tuning basics
Good matches
Open next
Resources
OpenAI evals quickstart and datasets
Guide · OpenAI · Intermediate
You want OpenAI's current quickstart for turning examples into dataset-backed evals and improvement loops instead of relying on a deprecated docs path.
openai, datasets, evals, fine-tuning, quality
OpenAI model optimization
Guide · OpenAI · Intermediate
You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next.
openai, prompting, evals, fine-tuning, optimization
Llama Cookbook
GitHub repo · Meta Llama · Beginner to advanced
You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications.
llama, open models, rag, fine-tuning, deployment
Hugging Face Open-Source AI Cookbook
Cookbook · Hugging Face · Intermediate
You want copyable open-source AI recipes for agents, RAG, fine-tuning, deployment, and model experimentation instead of only conceptual course material.
hugging face, cookbook, open models, agents, rag
Hugging Face smol-course
Free course · Hugging Face · Intermediate
You want a current structured course on instruction tuning, fine-tuning, and evaluation around compact open models.
fine-tuning, post-training, open models, evaluation, smollm
Hugging Face LLM tutorials
Tutorials · Phil Schmid · Intermediate to advanced
Use this when you want Phil Schmid's material for open models and related AI skills.
Open models, Fine-tuning, Deployment, Transformers
NLP with Transformers
Book · Lewis Tunstall · Intermediate
Use this when you want Lewis Tunstall's material for transformers and related AI skills.
Transformers, NLP, Open models, Fine-tuning