{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Release: togethercomputer/xorl-wheels sgl_fused_moe_trtllm_sm100_fi0618_cu130_nvcc131_sm100a_sm103a_1b699bf","description":"Together AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/daf933f3-d9e8-4bf0-b127-6ba255d4c5ab","json_url":"https://onlylabs.fyi/signals/daf933f3-d9e8-4bf0-b127-6ba255d4c5ab/signal.json","generated_at":"2026-10-12T17:39:43.661Z","evidence_latest_fetched_at":"2026-10-06T07:03:26.958334+00:00","signal_first_seen_at":"2026-10-06T07:00:58.307731+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/daf933f3-d9e8-4bf0-b127-6ba255d4c5ab","signal_json":"https://onlylabs.fyi/signals/daf933f3-d9e8-4bf0-b127-6ba255d4c5ab/signal.json","source":"https://github.com/togethercomputer/xorl-wheels/releases/tag/sgl_fused_moe_trtllm_sm100_fi0618_cu130_nvcc131_sm100a_sm103a_1b699bf","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Together AI published togethercomputer/xorl-wheels sgl_fused_moe_trtllm_sm100_fi0618_cu130_nvcc131_sm100a_sm103a_1b699bf (togethercomputer/xorl-wheels). 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Both runs loaded this AOT binary; nothing was JIT-compiled.** Changes since 875b7d7 The kernel source is tgl PR #1243 (togethercomputer/tgl, commit `555eb9f`): - **SiTU activation for the decomposed NVFP4 MoE-LoRA op (Kimi-K3).** - Per-expert beta and linear beta are read from `gemm1_alpha` / `gemm1_beta`. - The up half is rescaled by `g1_alphas_up / g1_alphas` before the tanh. - **The op runs without LoRA when given empty bridges.** - Empty `gate_up_lora_delta` / `activation_lora_input` run the same pipeline with no delta. - SiTU batches that carry no adapter use this path. trtllm-gen ships no fused SiTU GEMM1..."},"evidence_pages":[],"related_signals":[{"id":"c0345b1c-5594-41a4-9e1d-910e5674298d","url":"https://onlylabs.fyi/signals/c0345b1c-5594-41a4-9e1d-910e5674298d","source_url":"https://github.com/togethercomputer/together-typescript/releases/tag/v0.58.0","title":"togethercomputer/together-typescript v0.58.0","context":"togethercomputer/together-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-07T21:45:27+00:00","first_seen_at":"2026-10-08T07:01:02.126388+00:00","date_source":"source"},{"id":"4aa681f8-c24e-4438-ab91-5c4b8372a252","url":"https://onlylabs.fyi/signals/4aa681f8-c24e-4438-ab91-5c4b8372a252","source_url":"https://github.com/togethercomputer/together-py/releases/tag/v2.40.0","title":"togethercomputer/together-py v2.40.0","context":"togethercomputer/together-py","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-07T21:45:16+00:00","first_seen_at":"2026-10-08T07:01:02.126388+00:00","date_source":"source"},{"id":"b2bcbdb3-8644-48ec-88cc-86feafa92316","url":"https://onlylabs.fyi/signals/b2bcbdb3-8644-48ec-88cc-86feafa92316","source_url":"https://github.com/togethercomputer/together-sandbox/releases/tag/together-sandbox-workspace-v4.1.1","title":"togethercomputer/together-sandbox together-sandbox-workspace-v4.1.1","context":"togethercomputer/together-sandbox","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-07T19:43:00+00:00","first_seen_at":"2026-10-08T07:01:02.126388+00:00","date_source":"source"},{"id":"9b231875-c295-41f9-bccd-7323a9fc9587","url":"https://onlylabs.fyi/signals/9b231875-c295-41f9-bccd-7323a9fc9587","source_url":"https://github.com/togethercomputer/xorl-wheels/releases/tag/sgl_fused_moe_trtllm_sm100_fi0618_cu130_nvcc131_sm100a_sm103a_cb2e4a7","title":"togethercomputer/xorl-wheels sgl_fused_moe_trtllm_sm100_fi0618_cu130_nvcc131_sm100a_sm103a_cb2e4a7","context":"togethercomputer/xorl-wheels","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-06T15:40:00+00:00","first_seen_at":"2026-10-07T07:01:04.240932+00:00","date_source":"source"},{"id":"16958321-81d5-4ba6-97c2-670db9600231","url":"https://onlylabs.fyi/signals/16958321-81d5-4ba6-97c2-670db9600231","source_url":"https://github.com/togethercomputer/together-typescript/releases/tag/v0.57.0","title":"togethercomputer/together-typescript v0.57.0","context":"togethercomputer/together-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-01T15:44:56+00:00","first_seen_at":"2026-10-02T07:00:56.838384+00:00","date_source":"source"},{"id":"ddc11b57-5a2c-4e42-9fd3-f84f4c765454","url":"https://onlylabs.fyi/signals/ddc11b57-5a2c-4e42-9fd3-f84f4c765454","source_url":"https://github.com/togethercomputer/together-sandbox/releases/tag/together-sandbox-workspace-v4.1.0","title":"togethercomputer/together-sandbox together-sandbox-workspace-v4.1.0","context":"togethercomputer/together-sandbox","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-01T13:26:34+00:00","first_seen_at":"2026-10-02T07:00:56.838384+00:00","date_source":"source"}]}