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juglar-diaz's Projects

algorithms icon algorithms

Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.

chain-of-thought-hub icon chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llmsurvey icon llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

machinelearning icon machinelearning

Practical course, which starting from Data Science offers examples (with Python code) and explanation (in Twitter threads) on concepts and techniques of Machine Learning, Deep Learning and NLP.

nlp icon nlp

Free hands-on course with the implementation (in Python) and description of several Natural Language Processing (NLP) algorithms and techniques.

pal icon pal

PaL: Program-Aided Language Models

react icon react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

self-ask icon self-ask

Code and data for "Measuring and Narrowing the Compositionality Gap in Language Models"

star icon star

Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)

tree-of-thought-llm icon tree-of-thought-llm

Official Implementation of "Tree of Thoughts: Deliberate Problem Solving with Large Language Models"

tree-of-thoughts icon tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

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