The Llama 3.2-Vision collection of multimodal large language models (LLMs) is a collection of pretrained and instruction-tuned image reasoning generative models in 11B and 90B sizes (text + images in / text out). The Llama 3.2-Vision instruction-tuned models are optimized for visual recognition, image reasoning, captioning, and answering general questions about an image. The models outperform many of the available open source and closed multimodal models on common industry benchmarks.
The Qwen2-VL is a major update from the previous Qwen-VL by the Qwen team.
An extract from the Qwen2-VL blogpost available here is as follows:
Qwen2-VL is the latest version of the vision language models based on Qwen2 in the Qwen model familities. Compared with Qwen-VL, Qwen2-VL has the capabilities of:
SoTA understanding of images of various resolution & ratio: Qwen2-VL achieves state-of-the-art performance on visual understanding benchmarks, including MathVista, DocVQA, RealWorldQA, MTVQA, etc.
Understanding videos of 20min+: Qwen2-VL can understand videos over 20 minutes for high-quality video-based question answering, dialog, content creation, etc.
Agent that can operate your mobiles, robots, etc.: with the abilities of complex reasoning and decision making, Qwen2-VL can be integrated with devices like mobile phones, robots, etc., for automatic operation based on visual environment and text instructions.
Multilingual Support: to serve global users, besides English and Chinese, Qwen2-VL now supports the understanding of texts in different languages inside images, including most European languages, Japanese, Korean, Arabic, Vietnamese, etc.
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Bumps transformers from 4.44.2 to 4.45.2.
Release notes
Sourced from transformers's releases.
... (truncated)
Commits
53fad64
v4.45.22fd49d2
Cache: revert DynamicCache init for BC (#33861)5df4ca8
wow277ed58
fix post cherry-picking!b1c237f
Fix Tensor + Embedding error in some cases when using SiglipVisionModel (#33994)ae5f491
properly fix and RUN_SLOW (#33965)6ea04aa
Cache: revert DynamicCache init for BC (#33861)be96843
hot fixself.position_embeddings->self.position_embedding
(#33958)333ec0a
Ignore keys onvalidate_rope
(#33753)3576fec
Config: lowersave_pretrained
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