Compared to cascaded approaches, SeamlessM4T's single system approach reduces errors & delays, increasing translation efficiency & quality, delivering state-of-the-art results. Want to see it for yourself, try the demo https://
bit.ly/3qEqehU
RESEARCH
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SeamlessM4T: Single System Approach for Superior Translation Quality
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Meta Releases SeamlessM4T Translation Model Openly
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We believe SeamlessM4T represents a significant breakthrough and as part of our open approach, today we're publicly releasing this work under a CC BY-NC 4.0 license so that others can continue to build on this important field of study. Get the code https://
bit.ly/3E4mtVZ -
SeamlessM4T: All-in-One Multilingual Multimodal Translation Model
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Introducing SeamlessM4T, the first all-in-one, multilingual multimodal translation model. This single model can perform tasks across speech-to-text, speech-to-speech, text-to-text translation & speech recognition for up to 100 languages depending on the task. Details
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Fine-tuning and ControlNet Advances for SDXL Text-to-Image AI
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Seeing the fast follow from the community racing to get fine-tuning and ControlNet working for SDXL has been exciting. These techniques bring text-to-image AI to life. Here are some examples of my dog Queso of SD2.1 Dreambooth (left) vs. SDXL LoRA (right). The quality is
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VQGAN and CLIP Notebooks: A Significant Step Forward in Image Generation
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In April 2022, @RiversHaveWings shared a series of Colab notebooks that combined VQGAN and CLIP. https://
x.com/RiversHaveWing
s/status/1516582795438567424
… This was a significant step forward. Images were starting to resemble their prompts, and textures like brush strokes and pencil marks were starting to emerge. -
DALL-E Mini Launch: July 2021 Breakthrough by Boris Dayma
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Fast-forward a few months to July 2021: @borisdayma published DALL·E Mini https://
x.com/borisdayma/sta
tus/1421117516605267968
… This is an excellent breakdown of how it was all put together: https://
wandb.ai/dalle-mini/dal
le-mini/reports/DALL-E-Mini-Explained–Vmlldzo4NjIxODA
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OpenAI’s DALL·E 2 and the Rise of Diffusion Models
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In April 2021, OpenAI announced DALL·E 2 https://
openai.com/dall-e-2 and detailed their transition toward using diffusion models. It felt like the dream was coming true! You could prompt it for a photo of a cat wearing a red hat, and get a cat wearing a red hat! -
AI and Synthetic Biology Will Triple Value Creation in 30 Years
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Calling all PESSIMISTS… just take a look at this graph… its an incredible story of value creation… of course its not evenly distributed, and there's real work to do there, but its still a hugely positive story. AI + synbio will triple this curve in the following 30yrs
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Stability AI x CogX Research Conference September 12-14 O2
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3 weeks to go! Join the research revolution at Stability AI x CogX from Sept 12-14 at the O2. Unlock your potential through cutting-edge generative AI innovation: We have a few tickets up for grabs, apply today! #stabilityai #stabilityxcogx #aicommunity #airesearchers
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Nature’s Intelligence: Dead Fish Swimming Upstream Challenges AI Assumptions
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What we think is intelligence might not be the intelligence we see in nature.
— Sakana AI (@SakanaAILabs) 22 août 2023
“This experiment of a fish swimming upstream is truly stunning. Why? The fish is dead. If you’re streamlined and flexible, you can do a lot by doing nothing at all.” —@chubickihttps://t.co/SEyptNDenq pic.twitter.com/QKvFB99a4UWhat we think is intelligence might not be the intelligence we see in nature. “This experiment of a fish swimming upstream is truly stunning. Why? The fish is dead. If you’re streamlined and flexible, you can do a lot by doing nothing at all.” —
@chubicki https://
cambridge.org/core/journals/
journal-of-fluid-mechanics/article/abs/passive-propulsion-in-vortex-wakes/A431EC18AAEDA78CC6572FB62A249005
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