Tagged classifier

SberAI releases FRIDA-Decisions, a Russian and English encoder for structured decisions

2026-10-02

A 0.8B MIT-licensed encoder that picks, rates, answers yes/no or ranks in one pass. The card reports 0.893 on 735 razvilka items.

2026-10-02

Built on Qwen3.5-4B, with GGUF files from 1.43 GB for llama.cpp. The card reports 88.74% on 231 public JevBench text questions.

2026-10-01

pplx-decider-v1 and v1.1 are open-weight 27B models that return probabilities for fixed answers. Built on Qwen3.8-27B.

2026-09-29

Decision 2.0 is an Apache-2.0 family from vllm-sr. The 27B Vega card reports 74.0 on JevArena. Lux is a 9B sibling.

2026-09-27

Apache-2.0 fine-tune of Qwen3.5-2B. The card reports 73.6% on public JevBench items against Jev 1.13 at 86.6%.

2026-09-26

Intern-Decision-4B is fine-tuned from Qwen3.5-4B and answers up to 16 questions per pass, with image input. Apache-2.0.

2026-09-21

A 4B Qwen3.5 fine-tune returning one of five decisions. The card reports 98 of 100 correct on synthetic test invoices.

2026-09-20

An independent adapter that implements TypeSafe's System One API. The card reports 0.852 on a locked out-of-domain test.

2026-09-18

An Apache-2.0 encoder fine-tuned on four synthetic workflows. The card reports 0.766 accuracy and warns its probabilities are over-confident.

2026-09-15

Jev takes state and typed questions and returns probabilities. Early access via API, $0.042 per million input tokens; weights not stated.