Here’s the case study for the TPN-005 model.
About SN65 True Performance Network
True Performance Network@TPN_LabsHere’s the case study for the TPN-005 model. We asked the network for a purpose built LLM that could fit inside a chat interface’s memory and perform well on general knowledge. The subnet produced a successful output, a model optimized for general knowledge within a fixed memory budget, performing well on the requested capability. Every figure in the study links to an immutable run record, from the model revision, sealed epoch, to the evaluation settings, so everything is verifiable.
Quoting @TPN_Labs
We asked for a model that fits on a laptop and knows things. A case study in purpose-built model optimization. x.com/i/article/2110049958774603776
SN65 True Performance Network at a glance
SN65, True Performance Network (α token ص), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.002529 τ (≈ $0.70), against 6,095 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 36.60% APR (simple) and 44.20% APY (compounded), emissions add 0.000000 τ to the pool each block, epochs run every 360 blocks. It was registered at block #4,950,813.
More from SN65 True Performance Network
Taosis indexes announcements, articles, posts and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.