steiner-preview Collection Reasoning models trained on synthetic data using reinforcement learning. • 3 items • Updated Oct 20 • 25
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation Paper • 2408.00397 • Published Aug 1 • 10
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics Paper • 2209.09593 • Published Sep 20, 2022 • 1
xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics Paper • 2406.14553 • Published Jun 20 • 2
Characterizing Prompt Compression Methods for Long Context Inference Paper • 2407.08892 • Published Jul 11 • 9
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 603
COMET (Metrics) Collection MT reference-based evaluation models . These are reference-based models. Check the Quality Estimation collection for ref-free evaluation. • 3 items • Updated Jan 10 • 3
Quality Estimation Collection SOTA Machine Translation Quality Estimation models • 5 items • Updated Jan 10 • 3
xCOMET Collection Model weights for our eXplainable COMET models. These models won the Metrics shared task in 2023 • 3 items • Updated Jan 11 • 3
Distributed Inference and Fine-tuning of Large Language Models Over The Internet Paper • 2312.08361 • Published Dec 13, 2023 • 25
Retentive Network: A Successor to Transformer for Large Language Models Paper • 2307.08621 • Published Jul 17, 2023 • 170