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Independent publisher

Kai Voss

kaivoss

sriq.org rep

Models in Library1
Datasets in Library0
Models on Hugging Face14
Followers2

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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

A LoRA adapter (rank 16, alpha 16) for yandex/AliceAI-T5-35B-A0.6B, a 35B-total / 0.6B-active sparse-MoE encoder-decoder base model with no chat format. It teaches the model to chat, to call tools when a task needs them, to answer in text when it does not, and to say nothing when there is nothing to say. Every answer it gives thinks first: each non-silent training target starts with a … block. v1 ran inside an agent harness and misbehaved: a bare "hi" produced 17 to 22 parallel tool calls, "don't read any skills" was ignored, replies were empty or endless. Cause, measured: its chat format used the vocabulary's [INSTSTART], [REPLYEND], [SYSTEM], [TOOLRESULT] tokens, whose embeddings in the…

Open weights apache-2.0 peft