LLM Workshop #4 - L1 Evals and Dataset Curation (Part I)
NLP
LLMS
OpenAI
BrainTrust
Evals
Datasets
learning
projects
LLM Workshop #3 - How Far Can We Get With Prompting Alone?”
NLP
LLMS
OpenAI
Anthropic
Meta
FireworksAI
Replicate
Llama
learning
projects
LLM Workshop #2 - From Noise to Knowledge: Mastering the Art of Objective Definition and Data Refinement”
NLP
LLMS
data cleaning
learning
projects
Structuring Enums for Flawless LLM results with Instructor
LLMs
pydantic
Instructor
LLM Workshop #1 - How to take a course that never ends
NLP
LLMS
datasets
learning
projects
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling
fastai
fastbook
tabular
structured
decision trees
random forest
embeddings
categorical variables
boosting
gdbt
xgboost
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering
fastai
fastbook
collaborative filtering
latent factors
embeddings
recommender systems
recsys
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models
fastai
fastbook
classification
computer vision
techniques
bag of tricks
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression
fastai
fastbook
regression
computer vision
key point
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification
fastai
fastbook
multi-label classification
binary cross entropy
BCE
computer vision
A Journey Through Fastbook (AJTFB) - Chapter 5: Multiclass classification
fastai
fastbook
multiclass classification
computer vision
Contributing to fastai: Setup your local development environment & submit a PR
fastai
github
open source
pull requests
Multilingual Sequence Classifaction with the MBart Family
blurr
huggingface
fastai
multilingual
sequence classification
A Journey Through Fastbook (AJTFB) - Chapter 3: Data Ethics
fastai
fastbook
Summarization with blurr
fastai
huggingface
blurr
summarization
text generation
Finding DataBlock Nirvana with fast.ai v2 - Part 1
fastai
datablock api
data
pytorch
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