{
  "video_id": "reddit_1tzw207",
  "channel_slug": "LocalLLaMA",
  "channel_handle": "r/LocalLLaMA",
  "title": "Gemma4_31b_fp8 keeping up with Sonnet_4.6_medium in my harness.",
  "url": "https://www.reddit.com/r/LocalLLaMA/comments/1tzw207/gemma4_31b_fp8_keeping_up_with_sonnet_46_medium/",
  "external_url": null,
  "upload_date": "20260608",
  "published_at": "2026-06-08T03:06:48+00:00",
  "transcript": "https://preview.redd.it/9t0qvx6k5z5h1.png?width=1400&format=png&auto=webp&s=88dd83cdd6aa484dcf102bf078f7a80bebb4f7a2\n\n* Cypher queries for graph traversal (neo4j)\n* Entity extraction from text chunks (web query, graph query, vectors)\n* Agentic tool calling (Skills selection / successful running in Pi)\n* Code writing (Python)\n* Synthesis/summarization of multi-vector-retrieval\n\nGemma/Qwen in FP8.\n\nThis brought me joy\n\n\n\n--- Top Comments ---\n\n\n[1 upvotes] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW)\n\nYou've also been given a special flair for your contribution. We appreciate your post!\n\n*I am a bot and this action was performed automatically.*\n\n[34 upvotes] Would be neat to see the 31B QAT (unsloth) results!\n\n[16 upvotes] what jinja template are you using?\n\n\n\n[11 upvotes] Yes, please try same test with 31B QAT from unsloth. Now you owe us an update OP.\n\n[5 upvotes] what in the controlled test are we talking bout?",
  "transcript_chars": 1000,
  "ingested_at": "2026-06-08T13:30:02.037505+00:00",
  "source": "reddit",
  "yt_meta": {
    "score": 147,
    "upvote_ratio": 0.94,
    "num_comments": 30,
    "author": "knob-0u812",
    "is_self": true
  }
}