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In March, we launched on-demand (dedicated) deployments, which lets developers provision their own GPU(s) for guaranteed latency and reliability. These GPUs run on the proprietary Fireworks serving stack, which enables much faster serving speeds than competing and open-source solutions, like vLLM, even on an identical hardware set-up. Today, we’re making on-demand deployments more configurable and powerful with the launch of: Custom HuggingFace models - Import models from Hugging Face files, unlocking thousands of models to be productionized on Fireworks H100s and improved performance We’re bringing (a) H100 hardware options and (b) Serving stack optimizations and long-prompt optimizations for even..."},"evidence_pages":[],"related_signals":[{"id":"7aebe92e-1f9c-461c-8cde-d37d08bd7ec2","url":"https://onlylabs.fyi/signals/7aebe92e-1f9c-461c-8cde-d37d08bd7ec2","source_url":"https://fireworks.ai/blog/deepseek-models","title":"Deepseek Models","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-10-23T03:55:43+00:00","first_seen_at":"2026-06-26T20:26:30.663004+00:00","date_source":"sitemap.lastmod"},{"id":"07a88a39-a9b5-4235-b0ae-5a11816d749f","url":"https://onlylabs.fyi/signals/07a88a39-a9b5-4235-b0ae-5a11816d749f","source_url":"https://fireworks.ai/blog/best-llm-api-providers","title":"Best Llm Api Providers","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-10-23T03:55:41+00:00","first_seen_at":"2026-06-26T20:26:30.663004+00:00","date_source":"sitemap.lastmod"},{"id":"1c0cfc33-1acd-4a95-a843-27d8f7b95a11","url":"https://onlylabs.fyi/signals/1c0cfc33-1acd-4a95-a843-27d8f7b95a11","source_url":"https://fireworks.ai/blog/kimi-k3-fireworks","title":"Kimi K3 Fireworks","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-27T00:00:00.000Z","first_seen_at":"2026-10-23T04:00:51.142751+00:00","date_source":"page.visible_date"},{"id":"d819fda5-b54d-4377-88ff-e8c47607ff19","url":"https://onlylabs.fyi/signals/d819fda5-b54d-4377-88ff-e8c47607ff19","source_url":"https://fireworks.ai/blog/train-muse-glimmer-for-free","title":"Train Muse Glimmer For Free","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-01-04T00:00:00.000Z","first_seen_at":"2026-10-22T00:00:53.86356+00:00","date_source":"page.visible_date"},{"id":"bb945a31-1d4e-49f9-8375-1931d997bd52","url":"https://onlylabs.fyi/signals/bb945a31-1d4e-49f9-8375-1931d997bd52","source_url":"https://fireworks.ai/blog/dedicated-deployments-postpaid-billing-update","title":"Dedicated Deployments Postpaid Billing Update","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-03-01T00:00:00.000Z","first_seen_at":"2026-10-23T04:00:51.142751+00:00","date_source":"page.visible_date"},{"id":"6810ea52-70e2-4144-a589-d9456733e826","url":"https://onlylabs.fyi/signals/6810ea52-70e2-4144-a589-d9456733e826","source_url":"https://fireworks.ai/blog/firefunction-v1-function-calling-model","title":"Firefunction V1 Function Calling Model","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-02-20T00:00:00.000Z","first_seen_at":"2026-10-23T04:00:51.142751+00:00","date_source":"page.visible_date"}]}