Tomorrowdawn / top_nsigmaLinks
The official code repo and data hub of top_nsigma sampling strategy for LLMs.
☆26Updated 11 months ago
Alternatives and similar repositories for top_nsigma
Users that are interested in top_nsigma are comparing it to the libraries listed below
Sorting:
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆81Updated last year
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆62Updated last year
- ☆95Updated last year
- [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling☆106Updated 7 months ago
- Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆40Updated last year
- ☆85Updated 2 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆58Updated 3 weeks ago
- This is the official repository for Inheritune.☆119Updated 11 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆27Updated 3 months ago
- A repository for research on medium sized language models.☆77Updated last year
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆61Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆148Updated last year
- ☆16Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆52Updated 5 months ago
- Reformatted Alignment☆111Updated last year
- ☆48Updated last year
- Replicating O1 inference-time scaling laws☆90Updated last year
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Updated 3 months ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 10 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- A scalable automated alignment method for large language models. Resources for "Aligning Large Language Models via Self-Steering Optimiza…☆20Updated last year
- Code Implementation, Evaluations, Documentation, Links and Resources for Min P paper☆46Updated 5 months ago
- The code for the paper: "Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models"☆55Updated 2 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated 2 weeks ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- ☆39Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Updated last year
- Code for EMNLP 2024 paper "Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning"☆55Updated last year
- [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"☆38Updated last year