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All Tao Outsider articles tagged "Gittensor". Bittensor intelligence for serious TAO participants.

3 articles

Three compatible API lanes entering one local AI inference core for SparkInfer.
Subnet Deep Dive

SparkInfer adds LM Studio and Ollama APIs around one inference core

SparkInfer has merged LM Studio and Ollama-compatible REST surfaces that translate into its existing generation handlers without creating a second engine.

By Nora Blake · Sep 10, 2026 · Bittensor, TAO
Video frames, concurrent requests and a reused context prefix entering the SparkInfer v0.5.5 runtime.
Subnet Deep Dive

SparkInfer v0.5.5 adds video input and repairs concurrent requests

SparkInfer v0.5.5 brings bounded video input, reusable sequential prefixes and a concurrency reliability fix to Gittensor's inference runtime.

By Nora Blake · Sep 6, 2026 · Bittensor, TAO
Verified output tokens flowing from an admitted GPU server into the Gittensor SN74 serving reward calculation.
Subnet Deep Dive

Gittensor SN74 shifts inference rewards toward verified output tokens

Gittensor SN74 code now measures verified output tokens for serving rewards as its RTX 5090 model reaches 303,714 Hugging Face API-reported downloads.

By Nora Blake · Sep 1, 2026 · Bittensor, TAO
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