Tier 1 — Frontier us Menlo Park, USA

Meta AI

Open-Source LLM Entwickler (Llama)

Modelle
Llama 4Llama 3.3CodeLlama
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Tools (2)

Nougat

docprocessing

Visual Transformer OCR (Meta) fuer wissenschaftliche Dokumente (Mathe, Formeln).

Website

Meta Llama 4

models

Llama 4: Scout (10M Kontext!), Maverick, Behemoth. 200 Sprachen. Open Source.

Website
Letzte News & Updates (10)
02.10.2026 Artikel
Refusal Localizes, the Damage Relocates: Safety Layers Under Few-Sample Fine-Tuning

arXiv:2610.00320v1 Announce Type: new Abstract: Fine-tuning adapts aligned large language models (LLMs) to downstream t...

02.10.2026 Artikel
Tokenized Key-Gated Adapter Routing: A Secure Access Control Mechanism Against Private Data Leakage in LLMs

arXiv:2610.00309v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed in privacy-cri...

02.10.2026 Artikel
Measuring the Microtask Eligibility Gap: When Is an Off-the-Shelf SLM Enough for an Agent Harness?

arXiv:2610.00025v1 Announce Type: new Abstract: Agent harnesses increasingly want to run small language models (SLMs) o...

02.10.2026 Artikel
Characterizing a Configuration Where Inference-Time PRM-Pruned Fragment Grafting Is Inert: Evidence from Three Reasoning LMs

arXiv:2610.00047v1 Announce Type: new Abstract: Diversity collapse in parallel chain-of-thought has motivated inference...

02.10.2026 Artikel
The First Token Is Not the Verdict: Hidden Costs of Reading LLM Judges Without Generating

arXiv:2610.00054v1 Announce Type: new Abstract: Reading an LLM judge's verdict from the logits of its first generated t...

02.10.2026 Artikel
VERITYGATE: A Four-Gate Schema-Level Faithfulness Framework and Paired Benchmark for Grounded LLM Narrations over Structured Evidence

arXiv:2610.00833v1 Announce Type: new Abstract: Fluent LLM explanations may not follow the evidence from a structured s...

02.10.2026 Artikel
The Geometry of Contextual Relations: Language Models Address Facts by Order of Mention

arXiv:2610.00910v1 Announce Type: new Abstract: Human reasoning depends on how objects are related within propositions....

02.10.2026 Artikel
HHR: Hierarchical Hash Retrieval for Efficient LLM Generation

arXiv:2610.01230v1 Announce Type: new Abstract: Efficient long-context inference is essential for large language models...

02.10.2026 Artikel
No Model Required: Text Entropy Rate Filtering Mitigates Iterative Fine-Tuning Collapse

arXiv:2610.01493v1 Announce Type: new Abstract: Iterative fine-tuning on synthetic data causes \emph{model collapse}: o...

02.10.2026 Artikel
TopK-Guided: Adaptive, Budget-Aware Activation Sparsity for Efficient LLM Inference

arXiv:2610.01763v1 Announce Type: new Abstract: Activation sparsity speeds up large language model (LLM) inference by s...

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