Post-training-Data-Flywheel

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We aim to provide the best recipes to find, select, and synthesize high-quality and large-quantity data for post-training your LLMs.

shizhediao

posted an update 5 days ago

Post

126

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration (2511.21689)

MaxwellJryao

authored 2 papers 7 months ago

Rethinking Diverse Human Preference Learning through Principal Component Analysis

Paper • 2502.13131 • Published Feb 18 • 37

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

Paper • 2504.11343 • Published Apr 15 • 19

shizhediao

authored a paper 8 months ago

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

shizhediao

authored 2 papers about 1 year ago

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published Nov 20, 2024 • 45

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models

Paper • 2410.03290 • Published Oct 4, 2024 • 7

pxyyy

updated a dataset about 1 year ago

Post-training-Data-Flywheel/AutoIF-instruct-61k-with-funcs

Viewer • Updated Oct 3, 2024 • 61.5k • 273 • 6

shizhediao

updated a dataset about 1 year ago

Post-training-Data-Flywheel/function-calling-1.0

Updated Sep 20, 2024 • 11

MaxwellJryao

updated a dataset over 1 year ago

Post-training-Data-Flywheel/NousResearch-hermes-function-calling-v1

Viewer • Updated Aug 30, 2024 • 1.89k • 19

shizhediao

updated a Space over 1 year ago

README

pxyyy

updated 10 datasets over 1 year ago

Post-training-Data-Flywheel/lmsys-chat-1m

Viewer • Updated Aug 27, 2024 • 3.57k • 6

Post-training-Data-Flywheel/allenai-WildChat-1M-gpt4-en

Viewer • Updated Aug 27, 2024 • 133k • 10

Post-training-Data-Flywheel/stingning-ultrachat

Viewer • Updated Aug 27, 2024 • 1.47M • 62

Post-training-Data-Flywheel/Open-Orca-SlimOrca

Viewer • Updated Aug 27, 2024 • 518k • 12

Post-training-Data-Flywheel/OpenOrca

Viewer • Updated Aug 27, 2024 • 4.23M • 38

Post-training-Data-Flywheel/databricks-dolly-15k

Viewer • Updated Aug 27, 2024 • 15k • 14

Post-training-Data-Flywheel/sablo-oasst2_curated

Viewer • Updated Aug 27, 2024 • 4.69k • 14

Post-training-Data-Flywheel/teknium-GPT4-LLM-Cleaned

Viewer • Updated Aug 27, 2024 • 54.6k • 12

Post-training-Data-Flywheel/gpt4-self-instruct

Viewer • Updated Aug 27, 2024 • 18.2k • 14

Post-training-Data-Flywheel/CollectiveCognition-chats-data-2023-09-22

Viewer • Updated Aug 27, 2024 • 156 • 17