Qwen3-Embedding is Alibaba Qwen's Apache 2.0 text embedding family (0.6B, 4B, 8B) with 32K context and 100+ languages, released in June 2025.

Models, datasets, and inference. Extra private storage $18/TB. Not a 100k-model slogan.

cogvlm-base-490-hf is an open CogVLM-17B vision-language checkpoint from Z.ai (formerly THUDM) with a visual expert module and Apache-2.0 code.

MythoMax-L2-13b is Gryphe's Llama 2 13B merge of MythoLogic-L2 and Huginn for roleplay and storywriting, with an Alpaca-style prompt and a legacy label.

OpenChat 3.5 7B (0106) is an Apache 2.0 chat model fine-tuned from Mistral-7B-v0.1 with an 8,192-token context and an MT-Bench score of 7.8 per its card.

Qwen2-VL-72B-Instruct is Alibaba's 72B vision-language model with dynamic image resolution and 20+ minute video understanding; Qwen2.5-VL is the newer version.

Rocinante 12B is TheDrummer's 12B fine-tune for roleplay and adventure storytelling, in v1 and v1.1, with ChatML, Alpaca and Mistral templates.

llava-v1.6-34b-hf is the Hugging Face Transformers port of LLaVA-NeXT 34B, an open vision-language model announced January 30, 2024 on Nous-Hermes-2-Yi-34B.

Qwen-VL is Alibaba Cloud's 2023 vision-language model on Qwen-7B that takes images, text and boxes, with 448 input resolution, grounding and text-reading OCR.

Qwen3-VL-Embedding is Qwen's Apache-2.0 multimodal embedding family (2B, 8B) for text, images and video, with 32K context and up to 4096 dimensions.

Qwen3-VL-Reranker is Alibaba Qwen's Apache 2.0 multimodal reranker in 2B and 8B sizes, with 32K context, 30+ languages and text, image and video input.

DeepSeek-VL-7B-Base is an open 7B vision-language model with a SigLIP-L and SAM-B encoder for 1024x1024 images, built on DeepSeek-LLM-7B-Base.

Agnes-3.0-Flash Preview is an Apache-2.0 33B multimodal open-weight checkpoint with 262k context, not the proprietary API model.

Apple's 9B vision-language model reads documents as compressed images, then expands only the pages that matter, holding accuracy to 4.3x compression.

DeepSeek-V4-Flash-Vision-Exp is the first V4 multimodal experiment: MIT vision weights on Flash, 305B params, screenshots plus text agents.

Inco AI's Apache 2.0 block-diffusion drafter for speculative decoding. Released 2026-08-18 for Qwen3.8-27B and Muse Glimmer.

Ling-3.0-flash-VL is inclusionAI's MIT multimodal MoE: 124B total, 5.5B active, with image and video.

Ling-3.0-flash is inclusionAI's MIT-licensed hybrid reasoning model with a hybrid-linear MoE design, 124B total and 5.1B active parameters.

Ling-3.0-tiny is inclusionAI's MIT hybrid-linear MoE: 7.9B total, 1.3B active, for local agents.

OpenBMB MiniCPM5-2B is a dense 2B on-device LLM with 131k context, Apache-2.0 weights, and cookbooks for vLLM, SGLang, and llama.cpp.

Nex-N2.5-mini is Nex-AGI's Apache-2.0 multimodal agent model for computer use, browsing, and coding.

Nex-N2.5-Pro is Nex-AGI's Apache-2.0 multimodal agent checkpoint for computer use, browsing, and coding.

Orukeet is a 25-language ASR model that freezes fitted Gabor kernels on NVIDIA Parakeet TDT 0.6B v3.

Qwen-Drive-1.0-4B is Alibaba's Apache-2.0 driving VLM that unifies 3D perception, VQA, and motion planning.