Tried this extensively in OpenCode, never used it once since Gemma 4 came out, got into thought loops and did stupid edits I didn't ask for more often than the local 31b model. One of the worst "frontier" models I've ever tried.
This article got me messing with it, and I'm loving it as a post-training target.
Training on ~1B tokens on 8xB300 and the first checkpoint halfway in learned really well. Tencent might be struggling with agentic work, but the base knowledge is there.
Comments
Tried this extensively in OpenCode, never used it once since Gemma 4 came out, got into thought loops and did stupid edits I didn't ask for more often than the local 31b model. One of the worst "frontier" models I've ever tried.
This article got me messing with it, and I'm loving it as a post-training target.
Training on ~1B tokens on 8xB300 and the first checkpoint halfway in learned really well. Tencent might be struggling with agentic work, but the base knowledge is there.