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
Meta Model API and Llama docs · Beginner to advanced
Official path into current Llama families, prompt formats, open-weight deployment, Meta's newer hosted Model API surface, and integration decisions for both local and managed workflows.
Topics
Llama, Open models, Meta Model API, Muse Spark, Muse Code, 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