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SparkDistill Log

A public, auto-synced log of every verified proof-of-training run merged into SparkDistill — the SN74/Gittensor miner economy for Triton-kernel-specialized LLM distillation.

This mirrors runs/ledger.jsonl, SparkDistill's own immutable, append-only record — that file is the source of truth, written by SparkDistill's CI (eval.record_training_ledger) at merge time; this repo only renders a public-facing copy of it (render_log.py, synced on a schedule by .github/workflows/sync.yml). Nothing here is written by hand, and nothing here can drift ahead of the ledger — only behind it, until the next sync.

Label: eval:BASELINE (2×, first verified run on a GPU architecture — nothing to compare against yet), eval:XSeval:XL (verified quality tier vs. the current frontier), or eval:REJECT (did not pass verification). See SparkDistill's miner guide for what these mean and how they're computed.

Log

Date Run ID PR Label Best benchmark Δ vs frontier Attested Regressions Proof
2026-07-29 2026-07-29-philluiz-blackwell-xl-v1 #318 eval:XL triton +21.2% yes proof
2026-07-29 2026-07-28-qwen3.5-4b-blackwell-seq8192-v1 #301 eval:XL triton +41.8% yes proof
2026-07-28 2026-07-28-magicrails-blackwell-v3-think #288 eval:REJECT yes proof
2026-07-15 2026-07-15-magicrails-hopper-v2 #120 eval:BASELINE yes proof
2026-07-11 2026-07-11-qwen3.5-4b-mining-001 #40 eval:BASELINE gsm8k yes proof

Moving fast is key to success.

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Public, auto-synced log of every verified SparkDistill proof-of-training run (mirrors runs/ledger.jsonl).

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