ByteDance Seed-OSS-36B, a large language model specifically for long context understanding and reasoning

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Ctrl+Alt+Future

Mp3Pintyo

15 episodes

1 week ago

Feeling overwhelmed by the future? It's time for a hard reset. Welcome to Ctrl+Alt+Future, the podcast that navigates the complex world of AI, innovation, and digital culture. Join your hosts, Jules (the skeptic) and Aris (the visionary), for a weekly deep dive into the tech that shapes our world. Through their respectful debates, they separate the signal from the noise and help you understand tomorrow, today. Tune in and reboot your worldview.

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ByteDance Seed-OSS-36B, a large language model specifically for long context understanding and reasoning

Ctrl+Alt+Future

39 minutes 42 seconds

2 months ago

ByteDance Seed-OSS-36B, a large language model specifically for long context understanding and reasoning

Seed-OSS is a set of open-source large-scale language models developed by ByteDance Seed Team, designed to provide powerful capabilities in long-context understanding, reasoning, and agentic tasks. It stands out with its flexible control of the "thinking budget", robust performance on various benchmarks, and research-friendly approach, making it a versatile tool for developers and researchers alike.

- Specifically designed to provide long-context understanding, reasoning, agentic, and general capabilities.

- Primarily optimized for internationalized (i18n) use cases.

- Users can flexibly adjust the length of reasoning as needed

- Seed-OSS is specifically optimized for reasoning tasks

According to ByteDance, the open-source SOTA (State-Of-The-Art) performs well in various categories, including Knowledge (MMLU-Pro, MMLU, TriviaQA for the base model; MMLU-Pro, MMLU for the Instruct model), Mathematics (GSM8K, MATH for the base model; AIME24, AIME25, BeyondAIME for the Instruct model), Coding (MBPP, HumanEval for the base model; LiveCodeBench v6 for the Instruct model), Instruction Following (IFEval), Agent (TAU1-Retail, SWE-Bench, Multi-SWE-Bench), Multilingualism (MMMLU), and Long Context (RULER)

Links

Seed-OSS Open-Source Models Release: https://seed.bytedance.com/en/blog/seed-oss-open-source-models-release?view_from=blogHugging Face ByteDance-Seed/Seed-OSS-36B-Instruct: https://huggingface.co/ByteDance-Seed/Seed-OSS-36B-InstructGitHub: https://github.com/ByteDance-Seed/seed-ossLM Studio: https://lmstudio.ai/home