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A one-year long research workshop on large language models: the Summer of Language Models 21 🌸

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osanseviero authored a paper 17 days ago

Gemma 4 Technical Report

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Gemma 4 Technical Report

pminervini authored a paper 21 days ago

Is Complex Query Answering Really Complex?

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gsarti

authored 5 papers about 3 hours ago

Beyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning Models

Paper • 2606.13603 • Published Jun 11

Distilling Formal Logic into Neural Spaces: A Kernel Alignment Approach for Signal Temporal Logic

Paper • 2603.05198 • Published Mar 5

Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers

Paper • 2507.07808 • Published Jul 10, 2025

Predicting Future Behaviors in Reasoning Models Enables Better Steering

Paper • 2606.11172 • Published Jun 9 • 1

Interpreto: An Explainability Library for Transformers

Paper • 2512.09730 • Published Dec 10, 2025 • 1

WojciechKusa

authored 2 papers about 1 month ago

Multilingual Refusal Alignment for Safer Large Language Models

Paper • 2606.07535 • Published Apr 24

Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance?

Paper • 2606.12250 • Published Jun 10

christopher

in bigscience/mt0-large about 2 months ago

why mt0-large is 1.3B while mt5-large is 780M?

#6 opened almost 2 years ago by

tansq

christopher

in bigscience/bloom-560m about 2 months ago

Geração de Texto

#63 opened 8 months ago by

alcidesmoreira1963

Adding Evaluation Results

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christopher

in bigscience/T0 about 2 months ago

Hosted inference API: 500 Internal Server Error returned

#4 opened almost 4 years ago by

MarkDeSouza

christopher

in bigscience/bloom-1b1 about 2 months ago

Adding Evaluation Results

#41 opened over 2 years ago by

leaderboard-pr-bot

Adding Evaluation Results

#42 opened about 2 years ago by

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Add evaluation results on the mathemakitten--winobias_antistereotype_test config and test split of mathemakitten/winobias_antistereotype_test

#32 opened over 3 years ago by

autoevaluator

System Requirements

#38 opened over 3 years ago by

Robo0890

Request: DOI

#43 opened over 1 year ago by

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espejelomar

posted an update 2 months ago

Post

4745

Sharing WorldForge with @abdelstark

It's an open-source Python project for evaluating and replaying robotics and world-model workflows.

The useful part is not only calling a model. WorldForge records the run, validates action shapes, translates outputs into actions, and keeps replay artifacts you can inspect later.

The current demo uses LeRobot + LeWorldModel on PushT through the official loader:

stable_worldmodel.policy.AutoCostModel("pusht/lewm")

The harness also has replay-only paths for Cosmos-Policy and GR00T-style outputs, so you can inspect the provider contract from saved artifacts without keeping a GPU server online.

Try it:

pip install worldforge-ai
uv run --extra harness worldforge-harness --flow robotics-compare

Repo: https://github.com/AbdelStark/worldforge
Docs: https://abdelstark.github.io/worldforge/

Pre-1.0, MIT, and actively looking for contributors. Good areas:
- robotics provider adapters
- replay artifacts
- eval flows
- docs & first-run demos

Good first issues: https://github.com/AbdelStark/worldforge/contribute

If you're building robot policy evals or model adapters, would love a PR — or an issue describing what's missing.