DFlash
DFlash is a speculative decoding method in which the draft model is a small block-diffusion network rather than an autoregressive one.
Large Language Models
Explore language models, how they work, and the techniques used to build applications with them.
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Showing 121-180 of 608 articles
DSPy
DSPy (short for Declarative Self-improving Python) is an open-source framework, developed at Stanford NLP, for programming rather than prompting large language models (LLMs).
Decoding strategies
Decoding strategies are the algorithms that select output tokens from a language model's next-token probability distribution during text generation.
DeepSeek
DeepSeek is a Chinese artificial intelligence company based in Hangzhou. It was founded in 2023 by Liang Wenfeng, who had previously co-founded the quantitative investment firm High-Flyer.
DeepSeek LLM
DeepSeek LLM is the first foundational large language model series released by the Chinese AI company DeepSeek.
DeepSeek V3
DeepSeek-V3 is a 671-billion-parameter open-weights Mixture of Experts large language model from Chinese AI lab DeepSeek, released on December 26, 2024, that activates only 37 billion parameters per token and…
DeepSeek V3.1
DeepSeek V3.1 is a large language model developed by DeepSeek, released on August 19, 2025 and made broadly available via the official API on August 21, 2025.
DeepSeek V3.2
DeepSeek-V3.2 is an open-weight Mixture of Experts large language model family developed by DeepSeek that introduces DeepSeek Sparse Attention (DSA)
DeepSeek V4
DeepSeek V4 is a family of open-weight Mixture of Experts large language models developed by DeepSeek, a Hangzhou-based AI research lab.
DeepSeek V4-Flash
DeepSeek V4-Flash is the smaller of the two large language models in the DeepSeek V4 family, a 284-billion-parameter Mixture of Experts model with 13 billion active parameters and a one-million-token context…
DeepSeek V4-Pro
DeepSeek V4-Pro is the flagship model of the DeepSeek V4 family: a Mixture of Experts large language model with 1.6 trillion total parameters, 49 billion of them activated per token, and a one-million-token…
DeepSeek V4.1-Flash
DeepSeek V4.1-Flash is an open-weight multimodal mixture-of-experts model released by DeepSeek on September 10, 2026. It accepts text and images and generates text.
DeepSeek vs Llama vs Qwen
DeepSeek, Llama, and Qwen are families of large language models, not single systems. DeepSeek announced V4 as a preview on April 24, 2026.
DeepSeek-Coder
DeepSeek-Coder is a family of open-weight code large language models built for code generation, completion, and infilling, developed by the Chinese AI lab DeepSeek (DeepSeek-AI).
DeepSeek-Prover
DeepSeek-Prover is a family of open-weight large language models developed by Chinese AI laboratory DeepSeek for formal theorem proving in the Lean 4 proof assistant.
DeepSeek-R1
DeepSeek-R1 is an open-weight reasoning model and large language model family developed by the Chinese artificial intelligence laboratory DeepSeek. The original model was released on January 20, 2025.
DeepSeek-R1-Distill
DeepSeek-R1-Distill is a family of six open-weight reasoning language models released by DeepSeek on January 20, 2025, alongside the flagship DeepSeek-R1 reasoning model.
DeepSeek-V2
DeepSeek-V2 is a 236-billion-parameter mixture-of-experts (MoE) large language model released in May 2024 by DeepSeek, the Chinese AI lab spun out of the quantitative hedge fund High-Flyer and led by Liang…
DeepSeekMath
DeepSeekMath is a family of open-weight large language models specialized for mathematical reasoning, released by Chinese AI laboratory DeepSeek in February 2024.
Devstral
Devstral is a family of open-weight and API large language models specialized for agentic software engineering, developed by Mistral AI in collaboration with All Hands AI
Diffusion Language Models
Diffusion language models (DLMs, sometimes written dLLMs at frontier scale) are text generators that synthesize a sequence by iteratively denoising or unmasking many tokens in parallel
DiffusionGemma
DiffusionGemma is an experimental open-weight large language model developed by Google DeepMind for multimodal text generation through discrete diffusion.
Distillation attack
A distillation attack (also called illicit distillation or adversarial distillation) is the use of a commercially deployed large language model's outputs, usually obtained at scale through its API and in…
Dolma
Dolma is an open three-trillion-token English pretraining corpus released by the Allen Institute for AI (AI2) to power its fully open OLMo language models and to let researchers study how training data shapes…
Doubao
Doubao (豆包, literally "bean bun") is China's most-used artificial intelligence chatbot, developed by ByteDance, the parent company of TikTok.
Doubao Seed 1.6
Doubao Seed 1.6 is a family of general-purpose foundation models developed by the ByteDance Seed research team and released through Volcano Engine on 11 June 2025 at the company's Force Original Power…
EAGLE-2
EAGLE-2 ("Faster Inference of Language Models with Dynamic Draft Trees") is the second generation of the EAGLE family of speculative decoding methods for accelerating large language model inference, introduced…
ERNIE 4.5
ERNIE 4.5 is a family of large language models released by the Chinese technology company Baidu, open-sourced on June 30, 2025 under the Apache 2.0 license.
ERNIE 5.0
ERNIE 5.0 is a natively omni-modal foundation model from Baidu, unveiled at the company's annual Baidu World 2025 conference in Beijing on 13 November 2025 as the flagship in the ERNIE line at launch.
ERNIE 5.5 Flash Base
ERNIE 5.5 Flash Base is a text-only large language model released by Baidu on November 5, 2026.
ERNIE X1
ERNIE X1 is a deep-reasoning large language model developed by Baidu, the Chinese search and artificial-intelligence company, as part of its ERNIE (Wenxin) family.
EXAONE
EXAONE (an acronym for EXpert AI for EveryONE) is the family of large language models and foundation models developed by LG AI Research
EleutherAI
EleutherAI is a non-profit artificial intelligence research institute that builds and openly releases large language models, datasets, and evaluation tools, and studies their interpretability and alignment.
EmbeddingGemma
EmbeddingGemma is an open text embedding model from Google, released in September 2025, that turns text into dense numeric vectors for search, retrieval, classification, and clustering.
Emergent abilities
Emergent abilities are capabilities of large language models (LLMs) that are absent in smaller models but appear once a model reaches sufficient scale.
Engram (company)
Engram is an American artificial intelligence company, based in San Francisco, that trains large language models to absorb an organization's documents, messages and other working context into their weights.
Extended NYT Connections Benchmark
The Extended NYT Connections Benchmark evaluates large language models on 940 Connections puzzles with up to four added decoy words per puzzle. It is unaffiliated with the New York Times.
FACTS Grounding
FACTS Grounding is a factuality benchmark from Google DeepMind and Google Research that measures whether a large language model answers a request using only the information in a provided source document
Falcon (language model)
Falcon is a family of open-source large language models built by the Technology Innovation Institute (TII)
Falcon 3
Falcon 3 is a family of open-weight large language models released on December 17, 2024 by the Technology Innovation Institute (TII), an applied research center based in Abu Dhabi, United Arab Emirates.
Falcon-H1
Falcon-H1 is a family of open-weight large language models released in 2025 by the Technology Innovation Institute (TII)
FineWeb-Edu
FineWeb-Edu is an open, English-language pretraining dataset of roughly 1.3 trillion tokens
Fireworks AI
Fireworks AI is an artificial intelligence infrastructure company that runs a high-performance inference platform for deploying and serving open large language models (LLMs), vision-language models, and…
Foundation Models
A foundation model is a machine learning model trained on broad data, generally with self-supervision at scale, that can be adapted to a wide range of downstream tasks.
FoxBrain
FoxBrain is a family of large language models developed by the AI Research Center of Hon Hai Research Institute (HHRI, 鴻海研究院), the research arm of Foxconn (Hon Hai Technology Group).
Frontier Models
Frontier models are artificial intelligence models at or near a selected boundary of capability, scale, or risk.
Function calling
Function calling is a capability of large language models (LLMs) that lets a model decide, during generation, to invoke an external function or API and emit the function name plus its arguments as structured…
GGUF
GGUF (GPT-Generated Unified Format) is the standard binary file format for storing large language models for local inference, bundling a model's weights, tokenizer, and metadata into a single self-contained…
GLM
GLM, short for General Language Model, is both a pretraining framework for language understanding and generation and the name of a model family developed by researchers associated with Tsinghua University and…
GLM-130B
GLM-130B is a 130-billion-parameter bilingual (English and Chinese) large language model released in August 2022 by the Knowledge Engineering Group (KEG) and the Data Mining research group at Tsinghua…
GLM-4
GLM-4 is the fourth-generation foundation model family from Zhipu AI, a Beijing company spun out of the Knowledge Engineering Group at Tsinghua University and now trading internationally as Z.ai.
GLM-4.5
GLM-4.5 is an open-weights large language model released by Zhipu AI (operating internationally as Z.ai) on July 28, 2025, built on a 355-billion-parameter Mixture of Experts architecture that activates 32…
GLM-4.6
GLM-4.6 is a flagship open-weight large language model released by Zhipu AI under its international brand Z.ai on September 30, 2025, built on a sparse Mixture of Experts (MoE) architecture with roughly 357…
GLM-5
GLM-5 is an open-weight flagship large language model released by the Chinese AI company Zhipu AI, under its international brand Z.ai, on February 11, 2026.
GLM-5.1
GLM-5.1 is an open-weight large language model developed by the Chinese AI company Zhipu AI, which markets its products internationally under the brand Z.ai.
GLM-5.2
GLM-5.2 is an open-weight large language model developed by the Chinese company Zhipu AI, which sells its products internationally under the brand Z.ai.
GLM-5.3
GLM-5.3 is a text-input and text-output large language model from Z.ai, available through hosted services and downloadable checkpoints.
GLM-5.3-Flash
GLM-5.3-Flash is an open-weight, natively multimodal mixture-of-experts large language model released by Z.ai on August 26, 2026.
GLM-Legal
GLM-Legal is a large language model for legal work developed by Z.ai, the international brand of Zhipu AI.
GPT
GPT, short for Generative Pre-trained Transformer, is the name of a model family developed by OpenAI.