{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Repo: fw-ai/minimax-kernels","description":"Fireworks AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/344140d7-1128-486c-9332-bcf4c2ea768a","json_url":"https://onlylabs.fyi/signals/344140d7-1128-486c-9332-bcf4c2ea768a/signal.json","generated_at":"2026-07-26T20:40:09.304Z","evidence_latest_fetched_at":"2026-07-25T07:01:44.051457+00:00","signal_first_seen_at":"2026-07-25T07:00:45.705186+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/344140d7-1128-486c-9332-bcf4c2ea768a","signal_json":"https://onlylabs.fyi/signals/344140d7-1128-486c-9332-bcf4c2ea768a/signal.json","source":"https://github.com/fw-ai/minimax-kernels","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Fireworks AI published fw-ai/minimax-kernels (Python). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/344140d7-1128-486c-9332-bcf4c2ea768a/signal.json","required":true},{"label":"source","url":"https://github.com/fw-ai/minimax-kernels","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/fireworks-ai/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Fireworks AI's repo signal \"fw-ai/minimax-kernels\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"published repo","object":"fw-ai/minimax-kernels","text":"Fireworks AI published repo fw-ai/minimax-kernels."},{"subject":"fw-ai/minimax-kernels","predicate":"is classified as","object":"repo signal","text":"fw-ai/minimax-kernels is classified as repo signal."},{"subject":"fw-ai/minimax-kernels","predicate":"belongs to","object":"repos desk","text":"fw-ai/minimax-kernels belongs to repos desk."},{"subject":"fw-ai/minimax-kernels","predicate":"has context","object":"Python","text":"fw-ai/minimax-kernels has context Python."},{"subject":"fw-ai/minimax-kernels","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/minimax-kernels has evidence coverage 1 captured evidence page."},{"subject":"fw-ai/minimax-kernels","predicate":"has captured page count","object":"1","text":"fw-ai/minimax-kernels has captured page count 1."},{"subject":"fw-ai/minimax-kernels","predicate":"has readable page count","object":"1","text":"fw-ai/minimax-kernels has readable page count 1."},{"subject":"fw-ai/minimax-kernels","predicate":"has related signal count","object":"6","text":"fw-ai/minimax-kernels has related signal count 6."},{"subject":"fw-ai/minimax-kernels","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"fw-ai/minimax-kernels has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"fw-ai/minimax-kernels","predicate":"has source host","object":"github.com","text":"fw-ai/minimax-kernels has source host github.com."},{"subject":"fw-ai/minimax-kernels","predicate":"has lab","object":"Fireworks AI","text":"fw-ai/minimax-kernels has lab Fireworks AI."},{"subject":"fw-ai/minimax-kernels","predicate":"has signal desk","object":"repos","text":"fw-ai/minimax-kernels has signal desk repos."},{"subject":"fw-ai/minimax-kernels","predicate":"has source host","object":"github.com","text":"fw-ai/minimax-kernels has source host github.com."},{"subject":"fw-ai/minimax-kernels","predicate":"has repository","object":"fw-ai/minimax-kernels","text":"fw-ai/minimax-kernels has repository fw-ai/minimax-kernels."},{"subject":"fw-ai/minimax-kernels","predicate":"has language","object":"Python","text":"fw-ai/minimax-kernels has language Python."},{"subject":"fw-ai/minimax-kernels","predicate":"has watch term","object":"Eval methodology","text":"fw-ai/minimax-kernels has watch term Eval methodology."},{"subject":"fw-ai/minimax-kernels","predicate":"has watch term","object":"Infrastructure","text":"fw-ai/minimax-kernels has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Fireworks AI published fw-ai/minimax-kernels (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-07-14T05:55:43Z Pushed: 2026-07-14T23:09:41Z Default branch: main Fork: no Archived: no README: MiniMax Kernels Open-source GPU kernels for MiniMax models. This repository contains an NVIDIA Blackwell (SM100) CuTe-DSL implementation of MiniMax M3 block-sparse attention. Its KV-outer (KV-stationary) formulation loads a selected KV block once and processes all queries that selected it, amortizing KV-cache reads when selections are shared. - [M3 sparse attention technical overview](docs/m3-sparse-attention.md) - [AOT C++ backend](docs/aot.md) - Standalone benchmark results: [B200](docs/perf-results-b200.md) · [B300](docs/perf-results-b300.md) - [Full Fireworks design and performance blog post](https://fireworks.ai/blog/kernel-optimization-for-minimax-m3-on-nvidia-blackwell) Requirements - NVIDIA Blackwell GPU with compute capability SM100 or newer - CUDA 13 toolchain - A CUDA-enabled PyTorch installation - `nvidia-cutlass-dsl >= 4.5.1` and the CuTe-DSL implementation from [`flash-attn-4`](https://github.com/Dao-AILab/flash-attention) - A..."},"evidence_pages":[],"related_signals":[{"id":"9dcb297e-e3b8-4142-8c25-6f14dec774e9","url":"https://onlylabs.fyi/signals/9dcb297e-e3b8-4142-8c25-6f14dec774e9","source_url":"https://github.com/fw-ai/fireconnect","title":"fw-ai/fireconnect","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-12T20:06:50+00:00","first_seen_at":"2026-06-13T07:00:40.784396+00:00","date_source":"source"},{"id":"664f73b6-12c5-41f1-89f6-632409f70ee9","url":"https://onlylabs.fyi/signals/664f73b6-12c5-41f1-89f6-632409f70ee9","source_url":"https://github.com/fw-ai/fireconnect","title":"fw-ai/fireconnect","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-05-11T16:16:24+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"2d12f413-6bf4-480f-b4c9-7b4fa566864c","url":"https://onlylabs.fyi/signals/2d12f413-6bf4-480f-b4c9-7b4fa566864c","source_url":"https://github.com/fw-ai/flashinfer","title":"fw-ai/flashinfer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2025-10-21T05:11:02+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"8bb2fabc-6a6f-47a5-8074-e0d18359243d","url":"https://onlylabs.fyi/signals/8bb2fabc-6a6f-47a5-8074-e0d18359243d","source_url":"https://github.com/fw-ai/llm_eval","title":"fw-ai/llm_eval","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-12-09T19:41:29+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"e8a113ca-0e46-4e3f-8c26-510c74395d62","url":"https://onlylabs.fyi/signals/e8a113ca-0e46-4e3f-8c26-510c74395d62","source_url":"https://github.com/fw-ai/ai-starter-kits","title":"fw-ai/ai-starter-kits","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-08-12T15:06:41+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"92b275b2-5e90-4bbe-9fa7-2a6e081060c8","url":"https://onlylabs.fyi/signals/92b275b2-5e90-4bbe-9fa7-2a6e081060c8","source_url":"https://github.com/fw-ai/llm_eval_meta","title":"fw-ai/llm_eval_meta","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-08-03T20:48:40+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"}]}