Pinned Repositories
awesome-chatgpt-prompts-clustering
Text clustering: HDBSCAN is probably all you need.
chat-all-in
RAG chatbot built on top of trending M&A news.
chat-gpt-3.5-turbo
Lightweight demo of gpt-3.5-turbo conversation completion.
evals-with-chat-formats
Experiments applying chat templates to generative language model evaluations.
flask-boiler
Docker backend running on flask, mysql, and redis queue. Intended as lightweight boilerplate.
HyperSpectralDRL
Deep RL for unsupervised hyperspectral band selection.
mlx-boilers
Experimental mlx boilerplate code.
polyglot-or-not
Are foundation LMs multilingual knowledge bases? (EMNLP 2023)
Python-species-distribution-modeling
A brief Python tutorial for geospatial classification.
sft-demos
Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.
daniel-furman's Repositories
daniel-furman/sft-demos
Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.
daniel-furman/polyglot-or-not
Are foundation LMs multilingual knowledge bases? (EMNLP 2023)
daniel-furman/Python-species-distribution-modeling
A brief Python tutorial for geospatial classification.
daniel-furman/awesome-chatgpt-prompts-clustering
Text clustering: HDBSCAN is probably all you need.
daniel-furman/chat-all-in
RAG chatbot built on top of trending M&A news.
daniel-furman/evals-with-chat-formats
Experiments applying chat templates to generative language model evaluations.
daniel-furman/chat-gpt-3.5-turbo
Lightweight demo of gpt-3.5-turbo conversation completion.
daniel-furman/flask-boiler
Docker backend running on flask, mysql, and redis queue. Intended as lightweight boilerplate.
daniel-furman/HyperSpectralDRL
Deep RL for unsupervised hyperspectral band selection.
daniel-furman/llm-reasoning-pop-quiz
Do open-sourced LLMs reason as well as closed-sourced ones?
daniel-furman/daniel-furman.github.io
Portfolio and blog running on Hugo pages.
daniel-furman/.github
daniel-furman/CV-feature-eng-experiments
Hugging Face models are all you need for “vanilla” image classification
daniel-furman/danielryanfurman
My personal website & portfolio.
daniel-furman/mlx-boilers
Experimental mlx boilerplate code.
daniel-furman/NLP-dataset-mixing-experiments
Data-source mixing for social media caption classification
daniel-furman/blockCV
The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See
daniel-furman/computational-mathematics
A collection of MATLAB scripts from undergraduate math classes. Focus on numerical methods and computational linear algebra.
daniel-furman/dash-rq-demo
Long running tasks in Dash using RQ
daniel-furman/DS-case-prep
DS case interview questions alongside frame-worked answers. Questions sourced from various resources, primarily FAANGs.
daniel-furman/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
daniel-furman/online-dating-field-experiment
Final project for info 241 @ UC Berkeley, Spring 22
daniel-furman/Random-recipes
A variety of ML utils across different clouds and frameworks.
daniel-furman/RandomDS
A quasi-random collection of DS code.
daniel-furman/scattertext
Beautiful visualizations of how language differs among document types.
daniel-furman/stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
daniel-furman/Stanford_Penn_MIDRC_Deidentifier
A deidentifier / deidentification pipeline developed by Stanford and Penn as part of the MIDRC organization.
daniel-furman/test
Measuring Massive Multitask Language Understanding | ICLR 2021
daniel-furman/transformers_llama
Code and models for BERT on STILTs
daniel-furman/typio