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SNU Big Data AI Center
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A final sanity checklist to help your CS paper get accepted, not desk rejected.
Explorations into some recent techniques surrounding speculative decoding
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
Simple implementation of Speculative Sampling in NumPy for GPT-2.
Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification
[ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
[COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
📰 Must-read papers and blogs on Speculative Decoding ⚡️
2025 AI/ML internship & new graduate job list updated daily
CLAIR: A (surprisingly) simple semantic text metric with large language models.
[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 scor…
Code for paper "Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs"
LLaVA-CoT, a visual language model capable of spontaneous, systematic reasoning
Official Repo for AAAI 2025 G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o
[CVPR 2023] Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation
Licenses approved by Team Digitale, ready to use in your repository
[ACCV 2024] DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
arielnlee / LLaVA-1.6-ft
Forked from haotian-liu/LLaVA[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
LLaVA-NeXT-Image-Llama3-Lora, Modified from https://github.com/arielnlee/LLaVA-1.6-ft
Code used in our ijcai 2019 paper "Story Ending Prediction by Transferable BERT"
[CVPR24 Highlights] Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
An unreferenced image captioning metric (ACL-21)
Scaling Sentence Embeddings with Large Language Models
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities