DeepSeek
🚀 Just published: "Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts" 🌐 Introducing Loss-Free Balancing—our latest innovation in MoE models that ditches the need for auxiliary loss. By dynamically adjusting expert biases, we ensure optimal…
To be specific, before the top-K routing decision, Loss-Free Balancing will first apply an expert-wise bias to the routing scores of each expert. By dynamically updating the bias of each expert according to its recent load, Loss-Free Balancing can consistently maintain a balanced distribution of expert load. In addition, since Loss-Free Balancing does not produce any interference gradients, it also elevates the upper bound of model performance gained from MoE training.
🚀 Exciting news! We’ve officially launched DeepSeek-V2.5 – a powerful combination of DeepSeek-V2-0628 and DeepSeek-Coder-V2-0724! Now, with enhanced writing, instruction-following, and human preference alignment, it’s available on Web and API. Enjoy seamless Function Calling, FIM, and Json Output all-in-one!
Note: Due to significant updates in this version, if performance drops in certain cases, we recommend adjusting the system prompt and temperature settings for the best results!
Note: Due to significant updates in this version, if performance drops in certain cases, we recommend adjusting the system prompt and temperature settings for the best results!
DeepSeek
🚀 Exciting news! We’ve officially launched DeepSeek-V2.5 – a powerful combination of DeepSeek-V2-0628 and DeepSeek-Coder-V2-0724! Now, with enhanced writing, instruction-following, and human preference alignment, it’s available on Web and API. Enjoy seamless…
DeepSeek-V2.5 outperforms both DeepSeek-V2-0628 and DeepSeek-Coder-V2-0724 on most benchmarks.
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In our internal Chinese evaluations, DeepSeek-V2.5 shows a significant improvement in win rates against GPT-4o mini and ChatGPT-4o-latest (judged by GPT-4o) compared to DeepSeek-V2-0628.
DeepSeek
In our internal Chinese evaluations, DeepSeek-V2.5 shows a significant improvement in win rates against GPT-4o mini and ChatGPT-4o-latest (judged by GPT-4o) compared to DeepSeek-V2-0628.
DeepSeek-V2.5 is now open-source on HuggingFace!
Check it out:
https://huggingface.co/deepseek-ai/DeepSeek-V2.5
Check it out:
https://huggingface.co/deepseek-ai/DeepSeek-V2.5
huggingface.co
deepseek-ai/DeepSeek-V2.5 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
LMSYS Chatbot Arena Rankings Update: DeepSeek-V2.5 has ranked first among Chinese LLMs, outperforming closed-source models like Yi-Large-Preview, Qwen-Plus-0828, and GLM-4-0520. It’s also closely matched with GPT-4-Turbo-2024-04-09 in the arena score. Download the V2.5 checkpoints here:
https://huggingface.co/deepseek-ai/DeepSeek-V2.5
https://huggingface.co/deepseek-ai/DeepSeek-V2.5
DeepSeek
LMSYS Chatbot Arena Rankings Update: DeepSeek-V2.5 has ranked first among Chinese LLMs, outperforming closed-source models like Yi-Large-Preview, Qwen-Plus-0828, and GLM-4-0520. It’s also closely matched with GPT-4-Turbo-2024-04-09 in the arena score. Download…
Compared to DeepSeek-V2 and DeepSeek-Coder-V2, DeepSeek V2.5 has seen comprehensive improvements in rankings across all categories.
🚀 Introducing Janus: a revolutionary autoregressive framework for multimodal AI!
By decoupling visual encoding & unifying them with a single transformer, it outperforms previous models in both understanding & generation.
⚡️ Powerful, simple, flexible, & next-gen ready! 🔥
📄 Paper: https://arxiv.org/abs/2410.13848
💻 Project page: https://github.com/deepseek-ai/Janus
By decoupling visual encoding & unifying them with a single transformer, it outperforms previous models in both understanding & generation.
⚡️ Powerful, simple, flexible, & next-gen ready! 🔥
📄 Paper: https://arxiv.org/abs/2410.13848
💻 Project page: https://github.com/deepseek-ai/Janus
🚀 Introducint JanusFlow: harmonizing autoregressive LLMs with rectified flow!
By adopting the best practices in both fields, JanusFlow excels at both image understanding & generation in a single model.
⚡️ Powerful, simple, flexible, & your next-gen of Janus is here! 🔥
📄 Paper: https://arxiv.org/abs/2411.07975
💻 Code: https://github.com/deepseek-ai/Janus
and hf demo: https://huggingface.co/spaces/deepseek-ai/JanusFlow-1.3B
By adopting the best practices in both fields, JanusFlow excels at both image understanding & generation in a single model.
⚡️ Powerful, simple, flexible, & your next-gen of Janus is here! 🔥
📄 Paper: https://arxiv.org/abs/2411.07975
💻 Code: https://github.com/deepseek-ai/Janus
and hf demo: https://huggingface.co/spaces/deepseek-ai/JanusFlow-1.3B
🚀 DeepSeek-R1-Lite-Preview is now live: unleashing supercharged reasoning power!
🔍 o1-preview-level performance on AIME & MATH benchmarks.
💡 Transparent thought process in real-time.
🛠️ Open-source models & API coming soon!
🌐 Try it now at chat.deepseek.com
#DeepSeek
🔍 o1-preview-level performance on AIME & MATH benchmarks.
💡 Transparent thought process in real-time.
🛠️ Open-source models & API coming soon!
🌐 Try it now at chat.deepseek.com
#DeepSeek
DeepSeek
🚀 DeepSeek-R1-Lite-Preview is now live: unleashing supercharged reasoning power! 🔍 o1-preview-level performance on AIME & MATH benchmarks. 💡 Transparent thought process in real-time. 🛠️ Open-source models & API coming soon! 🌐 Try it now at chat.deepseek.com…
🌟 Impressive Results of DeepSeek-R1-Lite-Preview Across Benchmarks!
DeepSeek
🌟 Impressive Results of DeepSeek-R1-Lite-Preview Across Benchmarks!
🌟 Inference Scaling Laws of DeepSeek-R1-Lite-Preview
Longer Reasoning, Better Performance. DeepSeek-R1-Lite-Preview shows steady score improvements on AIME as thought length increases.
Longer Reasoning, Better Performance. DeepSeek-R1-Lite-Preview shows steady score improvements on AIME as thought length increases.
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via Twitter @DeepSeek
via Twitter @DeepSeek
🎉 Introducing DeepSeek App!
💡 Powered by world-class DeepSeek-V3
🆓 FREE to use with seamless interaction
📱 Now officially available on App Store & Google Play & Major Android markets
🔗Download now: https://download.deepseek.com/app/
🌟 1/3
via Twitter @DeepSeek
💡 Powered by world-class DeepSeek-V3
🆓 FREE to use with seamless interaction
📱 Now officially available on App Store & Google Play & Major Android markets
🔗Download now: https://download.deepseek.com/app/
🌟 1/3
via Twitter @DeepSeek