ByteDance Seed

25 atoms · 跨 14 天 · 首见 2026-05-06 · 最近 2026-07-02

三色: 🟦 fact 17 · 🟥 take 8 · stance ▲6/▼3/◆5

来源: X 25

时态: fresh:25

标签: 好信源:15 · 好观点:7 · 好数字:4 · 好思考:3

叙事 (narrative) (8)

• 2026-07-02 · Opus 4.8 > GPT-5.5
  tags: 好观点·好信源 · → daily
• 2026-06-23 · AI 领域表现
  People (including me) keep predicting that ByteDance Seed will become a juggernaut in AI, and they keep not doing that (outside SeeDance/SeeDream). China is a strange place. Compute and capabilities are STILL uncorrelated. Among big boys, only Alibaba is worth something.
  tags: 好观点·好思考 · → daily
• 2026-06-21 · Seedance 2未从Sora 2蒸馏
  If distillation is so critical to build great models, who do you think SEEDANCE 2 of BYTEDANCE SEED distilled? SORA 2? SD 2 is far superior to SORA 2
  tags: 好思考 · → daily
• 2026-06-25 · awareness_among_US_media
  Seed is the best closed-source model in China, but nobody knows Seed. So you need to let US infrastructure providers run your model. You need to let those people with GPUs at home find your model. That's what DeepSeek did.
  tags: 好观点 · → daily
• 2026-05-15 · 研究者产出观察
  they're a good lab to me right?
  tags: 好观点 · → daily
  value: direction=正面
• 2026-05-15 · 开源模型地位
  good papers but not top open models; mostly research artifacts
  tags: 好观点 · → daily
  value: direction=负面
• 2026-05-15 · 研究价值评估
  their research artifacts are good enough to make them valuable in my eyes
  tags: 好观点 · → daily
  value: direction=正面
• 2026-05-15 · 市场叙事
  the sentiment was "they will replace DeepSeek"
  tags: 好观点 · → daily

事实 (fact) (17)

• 2026-07-02 ⭐ · learning-speed doubles every 3 months
  tags: 好数字·好信源 · → daily
  value: qty=2x · date=every 3 months
• 2026-05-15 · 发布了THEMol
  ByteDance Seed just released THEMol on Hugging Face
  tags: 好信源·好数字 · → daily
• 2026-07-02 · overall performance follows a log-sigmoid scaling law as a function of environment interaction time
  tags: 好信源 · → daily
• 2026-07-02 · 发布 PAR 模型
  ByteDance Seed just released PAR on Hugging Face
  tags: 好信源 · → daily
• 2026-06-26 · GEditBench评分
  DanceOPD hits 5.35 on GEditBench
  tags: 好数字 · → daily
  value: qty=5.35
• 2026-06-07 · 发布TaskMem框架
  ByteDance Seed released TaskMem
  tags: 好信源 · → daily
• 2026-06-02 · 发布 TaskMem 模型权重
  ByteDance Seed just released TaskMem on Hugging Face
  tags: 好信源 · → daily
  value: date=2026-06-02
• 2026-06-01 · removes VAE bottleneck from unified multimodal models
  ByteDance Seed removes the VAE bottleneck from unified multimodal models
  tags: 好信源 · → daily
• 2026-06-01 · Head of Scaling departure
  ByteDance Seed's Head of Scaling is moving on.
  tags: 好信源 · → daily
  value: date=2026-06-02
• 2026-05-25 · 论文发布
  LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws
  tags: 好信源 · → daily
  value: date=2026-05-25
• 2026-05-19 · released SimArt on Hugging Face
  ByteDance Seed just released SimArt on Hugging Face
  tags: 好信源 · → daily
• 2026-05-17 · pretraining scaling 负责人
  The guy behind pretraining scaling at ByteDance Seed just created a Xiaohongshu (RedNote) account.
  tags: 好信源 · → daily
  value: direction=created
• 2026-05-15 · 产品市场地位
  Most used app in China, but closed
  tags: 好数字 · → daily
  value: direction=正面
• 2026-05-15 · 最新状态
  they went silent and closed source
  tags: 好思考 · → daily
  value: direction=负面
• 2026-05-15 · 发布了 Cola DLM
  ByteDance Seed just released Cola DLM on Hugging Face
  tags: 好信源 · → daily
• 2026-05-08 · 发布 Cola DLM
  ByteDance Seed presents Cola DLM A hierarchical latent diffusion language model that separates global semantic organization from local text realization, scaling to 2000 EFLOPs with strong performance across 8 benchmarks.
  tags: 好信源 · → daily
  value: qty=2000 · unit=EFLOPs · date=2026-05-09
• 2026-05-06 · 发布 PV-VAE
  ByteDance Seed releases PV-VAE
  tags: 好信源 · → daily

时间轴 (近 20)

• 2026-07-02 · fact · learning-speed doubles every 3 months · → daily
• 2026-07-02 · fact · overall performance follows a log-sigmoid scaling law as a f · → daily
• 2026-07-02 · narrative · Opus 4.8 > GPT-5.5 · → daily
• 2026-07-02 · fact · 发布 PAR 模型 · → daily
• 2026-06-26 · fact · GEditBench评分 · → daily
• 2026-06-25 · narrative · awareness_among_US_media · → daily
• 2026-06-23 · narrative · AI 领域表现 · → daily
• 2026-06-21 · narrative · Seedance 2未从Sora 2蒸馏 · → daily
• 2026-06-07 · fact · 发布TaskMem框架 · → daily
• 2026-06-02 · fact · 发布 TaskMem 模型权重 · → daily
• 2026-06-01 · fact · removes VAE bottleneck from unified multimodal models · → daily
• 2026-06-01 · fact · Head of Scaling departure · → daily
• 2026-05-25 · fact · 论文发布 · → daily
• 2026-05-19 · fact · released SimArt on Hugging Face · → daily
• 2026-05-17 · fact · pretraining scaling 负责人 · → daily
• 2026-05-15 · narrative · 研究者产出观察 · → daily
• 2026-05-15 · narrative · 开源模型地位 · → daily
• 2026-05-15 · narrative · 研究价值评估 · → daily
• 2026-05-15 · narrative · 市场叙事 · → daily
• 2026-05-15 · fact · 产品市场地位 · → daily

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