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liked a dataset 22 days ago

zgcagi/ZGCM-1-Data

Viewer • Updated 18 days ago • 5.44B • 45.5k • 88

upvoted an article 2 months ago

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Article

Training a coding agent using the OpenCode harness in remote HF sandboxes with TRL and OpenEnv

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sergiopaniego

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Aug 5

• 30

upvoted an article 3 months ago

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Article

Welcome Inkling by Thinking Machines

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• +3

burtenshaw, merve, pcuenq, ariG23498, andito

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Jul 15

• 167

upvoted 2 articles 4 months ago

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Article

Shipping a Trillion Parameters With a Hub Bucket: Delta Weight Sync in TRL

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• +6

aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, lvwerra, sergiopaniego

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May 27

• 50

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Article

Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler

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ariG23498, sayakpaul, sergiopaniego, ror, pcuenq

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May 29

• 180

upvoted an article 7 months ago

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Article

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

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aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego

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Mar 10

• 194

upvoted an article 8 months ago

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Article

SmolVLM Grows Smaller – Introducing the 256M & 500M Models!

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andito, mfarre, merve

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Jan 23, 2025

• 196

liked a Space 9 months ago

Running

602

Scaling test-time compute

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602

Boost LLM answers with flexible test‑time search strategies

upvoted a paper 9 months ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 236

upvoted 3 articles 10 months ago

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Article

Deriving the DPO Loss from First Principles

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garg-aayush

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Dec 30, 2025

• 11

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Deriving the PPO Loss from First Principles

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garg-aayush

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Dec 25, 2025

• 52

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Article

From GRPO to DAPO and GSPO: What, Why, and How

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NormalUhr

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Aug 9, 2025

• 146

liked a Space 10 months ago

Running

4.08k

The Ultra-Scale Playbook

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4.08k

The ultimate guide to training LLM on large GPU Clusters

upvoted 4 articles 10 months ago

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Article

Efficient MultiModal Data Pipeline

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ariG23498, lusxvr, andito, sergiopaniego, pcuenq

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Jul 8, 2025

• 74

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Article

KV Cache from scratch in nanoVLM

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ariG23498, kashif, lusxvr, andito, pcuenq

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Jun 4, 2025

• 121

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Tricks from OpenAI gpt-oss YOU 🫵 can use with transformers

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ariG23498, sergiopaniego, reach-vb, pcuenq, ArthurZ, SaylorTwift, cyrilvallez

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Sep 11, 2025

• 192

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Article

Efficient LLM Pretraining: Packed Sequences and Masked Attention

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sirluk

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Oct 7, 2024

• 74

liked a Space 10 months ago

Running on CPU Upgrade

Featured

3.33k

The Smol Training Playbook

📚

3.33k

The secrets to building world-class LLMs

upvoted 2 articles 10 months ago

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Article

Nemotron 3 Nano \- A new Standard for Efficient, Open, and Intelligent Agentic Models

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nvidia

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Dec 15, 2025

• 114

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Article

Putting RL back in RLHF

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vwxyzjn, ArashAhmadian

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Jun 12, 2024

• 114