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Koty KD

kotyKD

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Recent Activity

liked a dataset 1 day ago

Kassadin88/GLM-5.1-1000000x

liked a model 6 days ago

unsloth/gemma-4-31B-it-GGUF

updated a dataset 8 days ago

kotyKD/Kimi-K2.5-20K-shortest

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upvoted 2 collections 26 days ago

Nemotron-Pre-Training-Datasets

Large scale pre-training datasets used in the Nemotron family of models. • 12 items • Updated 4 days ago • 139

Sutra Pedagogical Datasets

High-quality synthetic educational datasets designed for LLM pretraining with structured pedagogical content across 9 knowledge domains. • 7 items • Updated Mar 17 • 4

upvoted 2 articles 2 months ago

Article

We Got Claude to Build CUDA Kernels and teach open models!

+2

Jan 28

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154

Article

Custom Kernels for All from Codex and Claude

+2

Feb 13

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75

upvoted a paper 3 months ago

On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Paper • 2306.13649 • Published Jun 23, 2023 • 33

upvoted a collection 3 months ago

Falcon-H1-Tiny

A series of extremely small, yet powerful language models redefining capabilities at small scale • 19 items • Updated Mar 2 • 37

upvoted an article 4 months ago

Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

Jul 29, 2024

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369

upvoted 2 articles 5 months ago

Article

The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix

Nov 3, 2025

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65

Article

What makes good reasoning data

Oct 30, 2025

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44

upvoted 3 collections 6 months ago

Pre-training Dataset Samples

A collection of pre-training datasets samples of sizes 10M, 100M and 1B tokens. Ideal for use in quick experimentation and ablations. • 15 items • Updated 17 days ago • 18

Essential-Web v1.0

10 items • Updated Jun 18, 2025 • 10

GPT-OSS General (4.2B to 20B)

Collection of pruned GPT-OSS models spanning 1-32 experts, maintaining general capabilities across domains while reducing computational requirements. • 29 items • Updated Aug 13, 2025 • 10

upvoted a collection 7 months ago

Granite 4.0 Language Models

Efficient language models for multilingual generation, coding, RAG, and AI assistant workflows. • 11 items • Updated 17 days ago • 216

upvoted 2 articles 9 months ago

Article

Unsupervised Model Improvement via Internal Coherence Maximization: Outperforming Human-Supervised Methods Through Self-Elicitation

Aug 3, 2025

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7

Article

SmolLM3: smol, multilingual, long-context reasoner

+21

Jul 8, 2025

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769

upvoted a paper 11 months ago

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1, 2024 • 23

upvoted an article 11 months ago

Article

OpenEvolve: An Open Source Implementation of Google DeepMind's AlphaEvolve

May 20, 2025

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65

upvoted a collection 12 months ago

RADLADS

7 items • Updated May 7, 2025 • 7

upvoted a paper 12 months ago

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29, 2025 • 98

upvoted a collection 12 months ago

Unsloth Dynamic 2.0 Quants

New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 86 items • Updated 3 days ago • 532