Anisha Gunjal's starred repositories
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
LLaMA-Adapter
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
prometheus-eval
Evaluate your LLM's response with Prometheus and GPT4 💯
awesome-llm-attributions
A Survey of Attributions for Large Language Models
LLM-Knowledge-Conflict
[ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"
prometheus-vision
[ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically designed for fine-grained evaluation on customized score rubric, Prometheus-Vision is a good alternative for human evaluation and GPT-4V evaluation.
why-winoground-hard
Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022
mhal-detect
M-HalDetect Dataset Release
prompt-fab
Toolkit for building prompt templates for language models