Large Language Models

Explore language models, how they work, and the techniques used to build applications with them.

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Graph of Thoughts

Graph of Thoughts (GoT) is a prompting and reasoning framework that models the intermediate steps of a large language model as an arbitrary directed graph rather than a linear chain or a tree.

Prompt Engineering

Greedy decoding

Greedy decoding (also called greedy search or argmax decoding) is the simplest text-generation strategy used by autoregressive language models: at every step it picks the single highest-probability next token…

Natural Language Processing

Grok 3

Grok 3 is a family of large language models released by xAI, Elon Musk's artificial intelligence company, on February 17, 2025.

AI Models

Grok 4

Grok 4 is a large language model developed by xAI and released on July 9, 2025. It is the fourth major generation of the Grok model family and was positioned as xAI's most capable model to date at its release.

AI ModelsReasoning Models

Grok 4.1

Grok 4.1 is a large language model developed by xAI, released on November 17, 2025.

AI Models

Grok 4.3

Grok 4.3 is a frontier large language model developed by xAI, released through the company's API on April 30, 2026 and rolled out to general availability the following week.

AI Models

Grok 4.5

Grok 4.5 is a proprietary multimodal large language model and reasoning model in the Grok family. It was developed by SpaceXAI in collaboration with Cursor and released through the xAI API on July 8, 2026.

AI ModelsGenerative AI

Grok 4.6

Grok 4.6 is a proprietary large language model and reasoning model in the Grok family, developed by SpaceXAI and released jointly with Cursor through the xAI API on August 12, 2026.

AI ModelsGenerative AI

Grok 4.7

Grok 4.7 is a proprietary large language model and reasoning model in the Grok family, released by SpaceXAI on September 21, 2026.

AI ModelsGenerative AI

Guardrails (AI)

AI guardrails are runtime safety mechanisms that monitor, validate, and constrain the inputs and outputs of AI systems, particularly large language models (LLMs), to block harmful, inaccurate, or off-policy…

AI Safety

Guillaume Lample

Guillaume Lample (born 8 October 1990) is a French artificial intelligence researcher and entrepreneur, best known as a senior author of the LLaMA paper produced at Meta AI and as a co-founder and chief…

AI ResearchPeople

HaluEval

HaluEval (Hallucination Evaluation) is a large-scale benchmark for measuring how well large language models (LLMs) can recognize hallucinated content, that is, text that conflicts with a source or cannot be…

AI BenchmarksAI Safety

HarmBench

HarmBench is a standardized evaluation framework for automated red teaming and robust refusal of large language models (LLMs).

AI BenchmarksAI Safety

Harvey Tenet

Harvey Tenet is a legal-domain large language model derived from Kimi K3 and post-trained by Harvey with Fireworks AI. Harvey described the system in an Aug.

AI ModelsLegal AI

Huawei AI

Huawei's AI strategy is to build a fully self-sufficient, vertically integrated AI stack inside China, spanning custom Ascend accelerators, the CANN software layer, the MindSpore framework, the Pangu family of…

AI CompaniesAI Hardware

Huawei PanGu

PanGu (盘古, sometimes written Pangu) is a family of large AI models developed by Huawei, primarily through Huawei Cloud and Huawei's Noah's Ark Lab (诺亚方舟实验室).

AI ModelsChinese AI

Hunyuan

Hunyuan is Tencent's brand for its foundation models, an umbrella covering large language models, video generation, image synthesis, 3D asset creation, and multimodal reasoning.

AI ModelsChinese AI

Hy Memory

Hy Memory (written Hy-Memory in repository and model names) is a long-term memory system for AI agents developed by Tencent's Hunyuan team (branded "Tencent Hy").

AI AgentsChinese AI

Hy4

Hy4 is a large language model in Tencent's Hy (Hunyuan) family, released through hosted services on November 4, 2026.

AI ModelsChinese AI

IBM Granite

IBM Granite is a family of open foundation models built by IBM for enterprise use, released under the permissive Apache 2.0 license and delivered through IBM's watsonx platform.

AI ModelsOpen Source AI

IBM watsonx

IBM watsonx is an enterprise artificial intelligence and data platform built by IBM and announced on May 9, 2023, at IBM's Think conference by CEO Arvind Krishna.

AI CompaniesEnterprise AI

IFEval

IFEval (Instruction-Following Evaluation) is a benchmark of 541 prompts that measures how reliably large language models obey explicit, machine-checkable instructions such as "write in more than 400 words,"…

AI BenchmarksNatural Language Processing

Inception Labs

Inception Labs (often referred to simply as Inception) is a Palo Alto, California-based artificial intelligence startup that commercializes diffusion language models (dLLMs) for text and code generation.

AI CompaniesDiffusion Models

Indirect prompt injection

Indirect prompt injection is a class of attack against large language model-integrated applications in which the malicious instructions that subvert the model are not supplied by the user, but are smuggled…

AI Safety

Inference optimization

Inference optimization is the set of techniques that make running a trained artificial intelligence model, especially a large language model, faster, more memory-efficient, and cheaper to serve in production.

Machine Learning

InfiniteBench

InfiniteBench (stylized as ∞Bench) is a long-context benchmark that tests whether large language models (LLMs) can genuinely process and reason over inputs longer than 100,000 tokens, using 12 tasks that span…

AI BenchmarksNatural Language Processing

Inflection 3

Inflection 3 is the third-generation family of large language models developed by Inflection AI, announced on October 7, 2024.

AI Models

InstructGPT

InstructGPT is a family of language models released by OpenAI in January 2022 that take the base GPT-3 and fine-tune it to follow user instructions more helpfully, truthfully, and with less toxic output, using…

AI AlignmentOpenAI

InternLM

InternLM (Chinese name Shusheng Puyu, 书生·浦语) is a family of open-weight large language models developed primarily by Shanghai AI Laboratory, with partners that include SenseTime, the Chinese University of Hong…

Chinese AIOpen Source AI

InternVL3

InternVL3 is an open-weights family of multimodal AI large language models released on April 11, 2025 by OpenGVLab, the general vision team associated with Shanghai AI Laboratory.

AI Models

Jamba

Jamba is a family of open-weight large language models from AI21 Labs, first released on March 28, 2024, and is the world's first production-grade language model built on a Mamba state space model (SSM)…

Mixture of ExpertsModel Architecture

Jamba2

Jamba2 is the second generation of hybrid State Space Model and Transformer language models released by AI21 Labs on January 8, 2026.

AI ModelsMixture of Experts

KV cache offloading

KV cache offloading is the practice of moving part or all of a Transformer model's KV cache out of accelerator memory (GPU HBM) into a larger, slower tier such as CPU DRAM, local NVMe storage, or remote…

AI InferenceAI Infrastructure

Kimi K1.5

Kimi K1.5 is a multimodal reasoning large language model developed by Moonshot AI, a Beijing-based artificial intelligence company.

AI ModelsChinese AI

Kimi K2

Kimi K2 is an open-weights Mixture of Experts language model from Moonshot AI, a Beijing startup, released on July 11, 2025 with 1.04 trillion total parameters and 32.6 billion activated per token

AI ModelsChinese AI

Kimi K2.5

Kimi K2.5 is an open-weights, natively multimodal large language model developed by Moonshot AI and released on January 27, 2026.

AI ModelsChinese AI