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Jon Saad-Falcon's Projects

alpaca_eval icon alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

cepe icon cepe

Preprint: Long-Context Language Modeling with Parallel Encodings

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21)

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deebert icon deebert

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

flask icon flask

[ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llm-blender icon llm-blender

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

m2 icon m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

mixeval icon mixeval

The official evaluation suite and dynamic data release for MixEval.

persuasive-orderings icon persuasive-orderings

Source codes for the paper "Examining the Ordering of Rhetorical Strategies in Persuasive Requests"

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