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Space: tresc 1.04-1.06 (Hart 19ae9531) + styl (Projektant e1d475f6); wykres scores-history-106

Browse files
.gitattributes CHANGED
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  <title>Mission – Slayer 1B</title>
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  <body data-lang="en">
@@ -100,13 +150,33 @@
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  <a href="https://huggingface.co/SlayerLab/Slayer1B-1.03-checkpoints">native checkpoint archive — current files</a>
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  </div>
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  <div class="card card-status">
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- <h3>Slayer1B 1.04 <span class="tag live">training in progress</span></h3>
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- <div class="meta">corpus continuation 7150 → 10010 · target ~10.5 B tokens</div>
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- <p>Started on 4×L40S, adopted onto 8×L40S at the 10010 milestone after independent SHA-256 verification
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- of the checkpoint (three sources) and an NCCL/tempo gate (~100k tokens/s synthetic).</p>
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- <p class="note">Milestone 10010 SHA-256: <code class="sha">04438959d7b317d1a8d972b264e9610a06fd8addde7349c6e9f458ee56dc1e51</code></p>
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- <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">live continuation run</a> ·
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- <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04-checkpoints">native checkpoint archive — current files</a>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </div>
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  </div>
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  </section>
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  <h2>Results</h2>
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  <div class="wrap">
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  <table>
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- <tr><th>test</th><th>1.00</th><th>1.01</th><th>1.02</th><th>1.03</th><th>1.04 <span class="tag live">mid-run</span></th></tr>
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- <tr><td>training tokens</td><td>1.5 B</td><td>3.0 B</td><td>6.0 B</td><td>7.5 B</td><td>10.5 B</td></tr>
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- <tr><td>native step</td><td>1430</td><td>2860</td><td>5720</td><td>7150</td><td>10010</td></tr>
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- <tr><td>ARC-Easy (EN), %</td><td>42.89</td><td>47.98</td><td>48.99</td><td>—</td><td class="best">50.59</td></tr>
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- <tr><td>BLiMP (EN, grammar), %</td><td>71.51</td><td>73.63</td><td>74.71</td><td>—</td><td>74.17</td></tr>
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- <tr><td>WikiText-2, byte perplexity ↓</td><td>2.5857</td><td>2.4230</td><td>2.3735</td><td>—</td><td class="best">2.3078</td></tr>
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- <tr><td>MultiBLiMP (PL, grammar), %</td><td>97.89</td><td>98.29</td><td>98.38</td><td>—</td><td class="best">98.87</td></tr>
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- <tr><td>ARC-Easy-PL, %</td><td>36.91</td><td>40.36</td><td>41.84</td><td>—</td><td class="best">44.02</td></tr>
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  </table>
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  </div>
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- <p class="note">One instrument for the versions that have values (1.00–1.02 and the 1.04 mid-run point): leaderboard protocol of
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- <a href="https://track.fabryka.ai/models">track.fabryka.ai/models</a>, zero-shot. Column 1.03 is a dash on purpose: its run
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  (<a href="https://track.fabryka.ai/run/7ca4f84f-3b07-4525-8cde-f3a936dc3425">1.03</a>) was measured with the older lm-eval task set
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  (hellaswag, piqa, lambada, arc_challenge, boolq, mmlu — see the additional history section), so there are no values in this instrument;
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- the dash is not a missing measurement. Item-by-item comparison 1.01 → 1.02:
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- BLiMP +1.08 pp (95% interval [+0.78; +1.37]); on the other tests the direction is positive but the difference is
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- unresolved. 1.00 and 1.01 ended with a learning-rate decay, 1.02 did not — so 1.02 vs 1.01 is not a clean comparison.</p>
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  </section>
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  <section>
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  </section>
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  <section>
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- <h2>Historical score curves: 1.00–1.02</h2>
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- <figure><img src="scores-history-104.png" alt="Evaluation history of Slayer1B 1.00, 1.01, 1.02, 1.03 and 1.04 versus training tokens"></figure>
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- <p class="note">Measured values only, no fits, no trend lines. 1.00-1.02: leaderboard protocol, one checkpoint every 150 steps; shaded bands mark the learning-rate decay of 1.00 (steps 1146-1430) and 1.01 (2290-2860). 1.03: training loss only — it was evaluated with an older lm-eval task set, so it has no points in these panels. 1.04: continuation from step 7150, constant learning rate, no decay; in-run evaluator at 50-step cadence, points up to 10010 (10.5 B tokens), the latest point is not a final result. A break in the line = evaluation points still being back-filled after an evaluation-pipeline restart, not missing training. eff = (BLiMP + ARC + WikiScore) / 3, the board formula checked against the published 1.02 value before use. Data: <a href="scores-history-104.csv">scores-history-104.csv</a> (1.00-1.04) and <a href="scores-history.csv">scores-history.csv</a> (1.00-1.02 historical rows).</p>
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  </section>
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  <section>
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- <h2>Mid-run evaluation: 1.04 continuation</h2>
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  <div class="wrap">
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  <table>
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- <tr><th>test</th><th>step 7200</th><th>step 7250</th></tr>
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- <tr><td>BLiMP (EN, grammar), %</td><td>74.63</td><td class="best">74.70</td></tr>
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- <tr><td>ARC-Easy (EN), %</td><td>49.75</td><td class="best">49.87</td></tr>
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- <tr><td>WikiText-2, byte perplexity ↓</td><td class="best">2.3439</td><td>2.3456</td></tr>
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- <tr><td>WikiText-2, token perplexity ↓</td><td class="best">33.36</td><td>33.45</td></tr>
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- <tr><td>MultiBLiMP (PL, grammar), %</td><td>98.41</td><td class="best">98.47</td></tr>
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- <tr><td>ARC-Easy-PL, %</td><td class="best">43.10</td><td>42.55</td></tr>
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  </table>
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  </div>
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- <p class="note">Preliminary mid-run points from the <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">live 1.04 continuation</a>,
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- measured automatically during the run with the same metric definitions as the table above (accuracy in percent,
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- byte-level perplexity), at intermediate checkpoints — not a re-measurement of the table rows. Preliminary: the run continues
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- and no learning-rate decay has been applied yet, so the newest row is not a final result. Both points share one environment,
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- so 7200 → 7250 is a clean within-run comparison; at 50 steps apart the changes are small and within run noise.</p>
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- </section>
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-
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- <section>
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- <h2>Training loss across versions 1.00–1.04</h2>
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180
- <p class="note">One line per version, read from each public run through its API (1.00 1430, 1.01 2860, 1.02 5720, 1.03 7150, 1.04 up to 10010 and beyond); log scale on loss so early steps and late steps are both visible. The curves tile the same global trajectory. 1.04 is still in progress; its evaluation series has a gap between 8850 and 10010 because the station pipeline was restarted, and the missing points are being published from the archive now — the gap is downtime, not a regression.</p>
181
- </section>
182
-
183
- <section>
184
- <h2>Live charts: 1.04 continuation</h2>
185
- <figure><svg viewBox="0 0 760 250" role="img" style="width:100%;height:auto;background:transparent" xmlns="http://www.w3.org/2000/svg"><line x1="40" y1="210" x2="720" y2="210" stroke="#3a3f46"/><line x1="40" y1="40" x2="40" y2="210" stroke="#3a3f46"/><line x1="40" y1="210.0" x2="720" y2="210.0" stroke="#23262b"/><text x="34" y="214.0" fill="#8b939d" font-size="11" text-anchor="end">2.32</text><line x1="40" y1="167.5" x2="720" y2="167.5" stroke="#23262b"/><text x="34" y="171.5" fill="#8b939d" font-size="11" text-anchor="end">2.35</text><line x1="40" y1="125.0" x2="720" y2="125.0" stroke="#23262b"/><text x="34" y="129.0" fill="#8b939d" font-size="11" text-anchor="end">2.37</text><line x1="40" y1="82.5" x2="720" y2="82.5" stroke="#23262b"/><text x="34" y="86.5" fill="#8b939d" font-size="11" text-anchor="end">2.40</text><line x1="40" y1="40.0" x2="720" y2="40.0" stroke="#23262b"/><text x="34" y="44.0" fill="#8b939d" font-size="11" text-anchor="end">2.43</text><text x="40.0" y="226" 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L527.4 150.7 L529.7 164.4 L532.0 170.3 L534.3 168.4 L536.7 159.3 L539.0 142.9 L541.3 166.7 L543.6 165.6 L545.9 199.0 L548.3 160.4 L550.6 155.2 L552.9 167.3 L555.2 141.6 L557.5 161.4 L559.9 139.7 L562.2 182.3 L564.5 186.0 L566.8 179.1 L569.1 192.4 L571.5 166.6 L573.8 190.1 L576.1 170.2 L578.4 148.9 L580.8 179.6 L583.1 150.0 L585.4 160.3 L587.7 197.8 L590.0 168.9 L592.4 182.0 L594.7 172.6 L597.0 191.3 L599.3 177.3 L601.6 171.4 L604.0 159.0 L606.3 176.3 L608.6 154.1 L610.9 150.2 L613.2 174.7 L615.6 167.3 L617.9 161.0 L620.2 180.0 L622.5 166.5 L624.8 186.0 L627.2 184.7 L629.5 170.5 L631.8 163.2 L634.1 145.2 L636.5 159.6 L638.8 166.3 L641.1 188.7 L643.4 165.3 L645.7 155.4 L648.1 184.3 L650.4 177.1 L652.7 186.0 L655.0 179.9 L657.3 166.0 L659.7 167.2 L662.0 179.7 L664.3 160.9 L666.6 169.7 L668.9 163.7 L671.3 184.4 L673.6 187.9 L675.9 190.6 L678.2 160.0 L680.5 165.2 L682.9 131.6 L685.2 151.2 L687.5 177.7 L689.8 188.5 L692.2 168.2 L694.5 184.8 L696.8 191.2 L699.1 171.3 L701.4 194.6 L703.8 170.0 L706.1 202.2 L708.4 190.7 L710.7 199.0 L713.0 169.2 L715.4 178.2 L717.7 191.0 L720.0 181.6" fill="none" stroke="#7fb2ff" stroke-width="1.8"/><line x1="703.8" y1="40" x2="703.8" y2="210" stroke="#e8c37a" stroke-dasharray="4 4"/><text x="708.8" y="52" fill="#e8c37a" font-size="11">10010</text></svg></figure>
186
- <p class="note">train/loss against native step, read from the <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">public continuation run</a> through its public API at 2026-10-28T00:35Z. Dashed line marks the 8×L40S adoption at milestone 10010. The curve is measured, not fitted.</p>
187
- <figure><svg viewBox="0 0 760 250" role="img" style="width:100%;height:auto;background:transparent" xmlns="http://www.w3.org/2000/svg"><line x1="40" y1="210" x2="720" y2="210" stroke="#3a3f46"/><line x1="40" y1="40" x2="40" y2="210" stroke="#3a3f46"/><line x1="40" y1="210.0" x2="720" y2="210.0" stroke="#23262b"/><text x="34" y="214.0" fill="#8b939d" font-size="11" text-anchor="end">41</text><line x1="40" y1="167.5" x2="720" y2="167.5" stroke="#23262b"/><text x="34" y="171.5" fill="#8b939d" font-size="11" text-anchor="end">56</text><line x1="40" y1="125.0" x2="720" y2="125.0" stroke="#23262b"/><text x="34" y="129.0" fill="#8b939d" font-size="11" text-anchor="end">71</text><line x1="40" y1="82.5" x2="720" y2="82.5" stroke="#23262b"/><text x="34" y="86.5" fill="#8b939d" font-size="11" text-anchor="end">85</text><line x1="40" y1="40.0" x2="720" y2="40.0" stroke="#23262b"/><text x="34" y="44.0" fill="#8b939d" font-size="11" text-anchor="end">100</text><text x="40.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">7200</text><text x="380.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">8025</text><text x="720.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">8850</text><text x="380" y="244" fill="#8b939d" font-size="11" text-anchor="middle">native step</text><path d="M40.0 113.1 L40.0 113.1 L60.6 112.9 L60.6 112.9 L81.2 114.7 L81.2 114.7 L101.8 112.9 L101.8 112.9 L122.4 112.3 L143.0 113.6 L163.6 114.6 L184.2 111.5 L204.8 111.7 L225.5 111.4 L246.1 112.2 L266.7 114.3 L287.3 113.2 L307.9 112.9 L328.5 111.2 L349.1 111.9 L369.7 112.7 L390.3 114.5 L410.9 114.7 L431.5 113.2 L452.1 115.0 L472.7 114.7 L493.3 114.0 L513.9 112.5 L534.5 111.2 L555.2 113.8 L575.8 113.5 L596.4 113.4 L617.0 113.3 L637.6 111.5 L658.2 112.5 L678.8 112.5 L699.4 110.9 L720.0 111.5" fill="none" stroke="#8fe0ad" stroke-width="1.8"/><path d="M40.0 184.8 L40.0 184.8 L60.6 184.4 L60.6 184.4 L81.2 186.4 L81.2 186.4 L101.8 184.8 L101.8 184.8 L122.4 188.0 L143.0 184.2 L163.6 187.0 L184.2 186.5 L204.8 187.1 L225.5 187.0 L246.1 184.4 L266.7 188.0 L287.3 186.4 L307.9 188.8 L328.5 188.3 L349.1 183.8 L369.7 184.9 L390.3 187.4 L410.9 187.1 L431.5 184.0 L452.1 185.9 L472.7 184.9 L493.3 183.7 L513.9 184.9 L534.5 181.4 L555.2 184.7 L575.8 183.1 L596.4 185.4 L617.0 184.7 L637.6 185.2 L658.2 185.4 L678.8 183.3 L699.4 179.7 L720.0 183.7" fill="none" stroke="#7fb2ff" stroke-width="1.8"/><path d="M40.0 44.6 L60.6 44.4 L81.2 44.1 L101.8 44.1 L122.4 43.9 L143.0 44.2 L163.6 45.3 L184.2 44.1 L204.8 43.9 L225.5 43.5 L246.1 43.7 L266.7 44.1 L287.3 44.0 L307.9 43.4 L328.5 43.7 L349.1 43.3 L369.7 43.2 L390.3 43.5 L410.9 43.3 L431.5 43.5 L452.1 43.2 L472.7 43.1 L493.3 44.1 L513.9 43.6 L534.5 44.3 L555.2 43.9 L575.8 44.2 L596.4 44.1 L617.0 43.9 L637.6 44.1 L658.2 43.9 L678.8 43.9 L699.4 43.7 L720.0 44.8" fill="none" stroke="#e8c37a" stroke-width="1.8"/><path d="M40.0 203.9 L60.6 205.5 L81.2 203.8 L101.8 203.6 L122.4 205.4 L143.0 203.5 L163.6 204.4 L184.2 202.4 L204.8 203.1 L225.5 203.8 L246.1 203.6 L266.7 204.3 L287.3 201.0 L307.9 204.2 L328.5 204.4 L349.1 202.9 L369.7 204.1 L390.3 204.7 L410.9 206.4 L431.5 203.8 L452.1 203.5 L472.7 202.4 L493.3 202.0 L513.9 201.5 L534.5 204.3 L555.2 202.7 L575.8 201.5 L596.4 202.1 L617.0 202.0 L637.6 200.1 L658.2 204.4 L678.8 205.6 L699.4 202.2 L720.0 202.4" fill="none" stroke="#f2a0a0" stroke-width="1.8"/><rect x="48" y="46" width="10" height="10" fill="#8fe0ad"/><text x="62" y="55" fill="#c9d1d9" font-size="11">BLiMP EN</text><rect x="198" y="46" width="10" height="10" fill="#7fb2ff"/><text x="212" y="55" fill="#c9d1d9" font-size="11">ARC-Easy EN</text><rect x="348" y="46" width="10" height="10" fill="#e8c37a"/><text x="362" y="55" fill="#c9d1d9" font-size="11">MultiBLiMP PL</text><rect x="498" y="46" width="10" height="10" fill="#f2a0a0"/><text x="512" y="55" fill="#c9d1d9" font-size="11">ARC-Easy-PL</text></svg></figure>
188
- <p class="note">Automatic mid-run evaluation, one instrument (lm-eval harness), every 50 steps: BLiMP EN, ARC-Easy EN, MultiBLiMP PL and ARC-Easy-PL in percent. Preliminary points from a run in progress — not final results, and not directly comparable with the offline table above (different procedure).</p>
189
  </section>
190
 
191
  <section>
@@ -210,15 +264,14 @@
210
 
211
  <section>
212
  <h2>What's next</h2>
213
- <p><b>Corpus continuation, 1.04–1.06:</b> the global trajectory runs from native step 7150 toward the target 13848.
214
- Checkpoint milestones are 10010 (1.04), 12870 (1.05) and 13848 (1.06). Milestone 10010 is verified and reached; training now runs on 8×L40S at ~99k tokens/s.
215
- <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">Follow the live continuation</a>.</p>
216
  <p class="note">The linked runs belong to the author's Track account. The completed 1.03 run includes its resumed steps;
217
  corpus continuation and benchmark history are separate records of the same model lineage.</p>
218
- <p><b>Beyond 13848 — roadmap candidates, not scheduled runs:</b> a final learning-rate decay, and extending the context
219
- window in stages (first 32k tokens, up to 256k as the target), each stage checked with long-context tests. The 1.04 plan ends at
220
- 13848 on a constant learning rate; these follow-ups require their own plan, cost estimate and go-ahead, and a decay over an
221
- exhausted corpus would need repeated or new data.</p>
222
  <p class="note">These are base models: they predict the continuation of a text, they were not tuned for chat or for
223
  following instructions, and they can be wrong.</p>
224
  </section>
@@ -276,13 +329,33 @@
276
  <a href="https://huggingface.co/SlayerLab/Slayer1B-1.03-checkpoints">archiwum checkpointów natywnych — aktualne pliki</a>
277
  </div>
278
  <div class="card card-status">
279
- <h3>Slayer1B 1.04 <span class="tag live">trening w toku</span></h3>
280
- <div class="meta">kontynuacja korpusu 7150 → 10010 · cel ~10,5 mld tokenów</div>
281
- <p>Start na 4×L40S, adopcja na 8×L40S przy kamieniu milowym 10010 po niezależnej weryfikacji SHA-256
282
- checkpointu (trzy źródła) i bramce NCCL/tempo (~100 tys. tokenów/s na syntetyku).</p>
283
- <p class="note">SHA-256 kamienia 10010: <code class="sha">04438959d7b317d1a8d972b264e9610a06fd8addde7349c6e9f458ee56dc1e51</code></p>
284
- <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">bieg kontynuacji na żywo</a> ·
285
- <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04-checkpoints">archiwum checkpointów natywnych — aktualne pliki</a>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
286
  </div>
287
  </div>
288
  </section>
@@ -291,23 +364,23 @@
291
  <h2>Wyniki</h2>
292
  <div class="wrap">
293
  <table>
294
- <tr><th>test</th><th>1.00</th><th>1.01</th><th>1.02</th><th>1.03</th><th>1.04 <span class="tag live">w trakcie</span></th></tr>
295
- <tr><td>tokeny treningu</td><td>1,5 mld</td><td>3,0 mld</td><td>6,0 mld</td><td>7,5 mld</td><td>10,5 mld</td></tr>
296
- <tr><td>krok native</td><td>1430</td><td>2860</td><td>5720</td><td>7150</td><td>10010</td></tr>
297
- <tr><td>ARC-Easy (EN), %</td><td>42,89</td><td>47,98</td><td>48,99</td><td>—</td><td class="best">50,59</td></tr>
298
- <tr><td>BLiMP (EN, gramatyka), %</td><td>71,51</td><td>73,63</td><td>74,71</td><td>—</td><td>74,17</td></tr>
299
- <tr><td>WikiText-2, perpleksja na bajt ↓</td><td>2,5857</td><td>2,4230</td><td>2,3735</td><td>—</td><td class="best">2,3078</td></tr>
300
- <tr><td>MultiBLiMP (PL, gramatyka), %</td><td>97,89</td><td>98,29</td><td>98,38</td><td>—</td><td class="best">98,87</td></tr>
301
- <tr><td>ARC-Easy-PL, %</td><td>36,91</td><td>40,36</td><td>41,84</td><td>—</td><td class="best">44,02</td></tr>
302
  </table>
303
  </div>
304
- <p class="note">Jeden przyrząd dla wersji, które mają wartości (1.00–1.02 oraz punkt 1.04 w trakcie biegu): protokół tablicy
305
- <a href="https://track.fabryka.ai/models">track.fabryka.ai/models</a>, zero-shot. Kolumna 1.03 ma kreskę celowo: jej run
306
  (<a href="https://track.fabryka.ai/run/7ca4f84f-3b07-4525-8cde-f3a936dc3425">1.03</a>) mierzono starszym zestawem lm-eval
307
  (hellaswag, piqa, lambada, arc_challenge, boolq, mmlu — patrz sekcja dodatkowej historii), więc w tym przyrządzie nie ma wartości;
308
- kreska nie oznacza brakującego pomiaru. Porównanie 1.01 → 1.02 pytanie po pytaniu:
309
- BLiMP +1,08 pp (95 % przedział [+0,78; +1,37]); na pozostałych testach kierunek dodatni, ale różnica nierozstrzygnięta.
310
- 1.00 i 1.01 kończyły się wygaszaniem tempa uczenia, 1.02 nie — więc 1.02 nie jest „czystym” porównaniem z 1.01.</p>
311
  </section>
312
 
313
  <section>
@@ -325,43 +398,27 @@
325
  </section>
326
 
327
  <section>
328
- <h2>Historyczne krzywe wyników: 1.00–1.02</h2>
329
- <figure><img src="scores-history-104.png" alt="Historia wyników Slayer1B 1.00, 1.01, 1.02, 1.03 i 1.04 w funkcji liczby tokenów treningu"></figure>
330
- <p class="note">Same pomiary, bez dopasowań i bez linii trendu. 1.00-1.02: protokół tablicy, punkt co 150 kroków; pasma oznaczają wygaszanie LR w 1.00 (kroki 1146-1430) i 1.01 (2290-2860). 1.03: tylko strata treningowa — mierzony starszym zestawem lm-eval, więc w tych panelach nie ma punktów. 1.04: kontynuacja od kroku 7150, stały LR bez wygaszania; ewaluator w biegu co 50 kroków, punkty do 10010 (10,5 mld tokenów), najnowszy punkt nie jest wynikiem końcowym. Przerwa w linii = punkty ewaluacji wciąż dosyłane po restarcie pipeline'u, nie brakujące dane treningu. eff = (BLiMP + ARC + WikiScore) / 3, formuła tablicy sprawdzona na opublikowanej wartości 1.02 przed użyciem. Dane: <a href="scores-history-104.csv">scores-history-104.csv</a> (1.00-1.04) i <a href="scores-history.csv">scores-history.csv</a> (historyczne 1.00-1.02).</p>
331
  </section>
332
 
333
  <section>
334
- <h2>Ewaluacja w trakcie biegu: kontynuacja 1.04</h2>
335
  <div class="wrap">
336
  <table>
337
- <tr><th>test</th><th>krok 7200</th><th>krok 7250</th></tr>
338
- <tr><td>BLiMP (EN, gramatyka), %</td><td>74,63</td><td class="best">74,70</td></tr>
339
- <tr><td>ARC-Easy (EN), %</td><td>49,75</td><td class="best">49,87</td></tr>
340
- <tr><td>WikiText-2, perpleksja na bajt ↓</td><td class="best">2,3439</td><td>2,3456</td></tr>
341
- <tr><td>WikiText-2, perpleksja na token ↓</td><td class="best">33,36</td><td>33,45</td></tr>
342
- <tr><td>MultiBLiMP (PL, gramatyka), %</td><td>98,41</td><td class="best">98,47</td></tr>
343
- <tr><td>ARC-Easy-PL, %</td><td class="best">43,10</td><td>42,55</td></tr>
344
  </table>
345
  </div>
346
- <p class="note">Wstępne punkty w trakcie biegu z <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">kontynuacji 1.04 na żywo</a>,
347
- mierzone automatycznie w trakcie biegu z tymi samymi definicjami metryk co tabela powyżej (trafność w procentach,
348
- perpleksja na bajt), na pośrednich checkpointach — to nie jest ponowny pomiar wierszy tabeli. Wstępne: bieg trwa
349
- i nie zastosowano jeszcze wygaszania tempa uczenia, więc najnowszy wiersz nie jest wynikiem końcowym. Oba punkty pochodzą
350
- z jednego środowiska, więc 7200 → 7250 to czyste porównanie w obrębie biegu; przy 50 krokach różnicy zmiany są małe.</p>
351
- </section>
352
-
353
- <section>
354
- <h2>Strata treningowa w wersjach 1.00–1.04</h2>
355
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font-size="11" text-anchor="middle">0</text><text x="202.2" y="250" fill="#8b939d" font-size="11" text-anchor="middle">2500</text><text x="359.0" y="250" fill="#8b939d" font-size="11" text-anchor="middle">5000</text><text x="515.8" y="250" fill="#8b939d" font-size="11" text-anchor="middle">7500</text><text x="672.6" y="250" fill="#8b939d" font-size="11" text-anchor="middle">10000</text><text x="380" y="274" fill="#8b939d" font-size="11" text-anchor="middle">native step (log loss)</text><path d="M46.0 46.0 L46.6 59.9 L47.3 75.4 L47.9 82.8 L48.5 87.3 L49.1 93.5 L49.8 102.0 L50.4 110.2 L51.0 115.4 L51.6 119.0 L52.3 121.8 L52.9 124.0 L53.5 126.3 L54.2 128.5 L54.8 131.2 L55.4 135.0 L56.0 138.8 L56.7 143.0 L57.3 146.4 L57.9 150.2 L58.5 154.2 L59.2 157.9 L59.8 161.1 L60.4 164.4 L61.1 166.8 L61.7 169.4 L62.3 171.4 L62.9 174.8 L63.6 175.9 L64.2 177.9 L64.8 178.7 L65.4 180.5 L66.1 181.9 L66.7 182.8 L67.3 184.2 L68.0 184.5 L68.6 185.8 L69.2 186.5 L69.8 187.1 L70.5 187.8 L71.1 188.6 L71.7 189.7 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L701.5 232.4 L702.1 232.1 L702.7 232.9 L703.3 232.5 L704.0 231.9 L704.6 232.5 L705.2 232.2 L705.8 231.3 L706.5 232.2 L707.1 233.4 L707.7 232.8 L708.4 232.5 L709.0 231.9 L709.6 233.4 L710.2 233.0 L710.9 233.2 L711.5 232.5 L712.1 232.8 L712.7 232.6 L713.4 234.0 L714.0 231.9" fill="none" stroke="#f2a0a0" stroke-width="1.6"/><rect x="436" y="50" width="10" height="10" fill="#f2a0a0"/><text x="450" y="59" fill="#c9d1d9" font-size="11">1.04</text></svg></figure>
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- <p class="note">Jedna linia na wersję, odczytane z każdego publicznego runu przez jego API (1.00 1430, 1.01 2860, 1.02 5720, 1.03 7150, 1.04 do 10010 i dalej); skala logarytmiczna straty, żeby widzieć i wczesne, i późne kroki. Krzywe układają się w jedną globalną trajektorię. 1.04 jest w toku; jej seria ewaluacji ma przerwę 8850 → 10010, bo pipeline stacji został zrestartowany, a brakujące punkty są teraz publikowane z archiwum — przerwa to przestój, nie regresja.</p>
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- </section>
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- <section>
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- <h2>Wykresy na żywo: kontynuacja 1.04</h2>
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- <figure><svg viewBox="0 0 760 250" role="img" style="width:100%;height:auto;background:transparent" xmlns="http://www.w3.org/2000/svg"><line x1="40" y1="210" x2="720" y2="210" stroke="#3a3f46"/><line x1="40" y1="40" x2="40" y2="210" stroke="#3a3f46"/><line x1="40" y1="210.0" x2="720" y2="210.0" stroke="#23262b"/><text x="34" y="214.0" fill="#8b939d" font-size="11" text-anchor="end">2.32</text><line x1="40" y1="167.5" x2="720" y2="167.5" stroke="#23262b"/><text x="34" y="171.5" fill="#8b939d" font-size="11" text-anchor="end">2.35</text><line x1="40" y1="125.0" x2="720" y2="125.0" stroke="#23262b"/><text x="34" y="129.0" fill="#8b939d" font-size="11" text-anchor="end">2.37</text><line x1="40" y1="82.5" x2="720" y2="82.5" stroke="#23262b"/><text x="34" y="86.5" fill="#8b939d" font-size="11" text-anchor="end">2.40</text><line x1="40" y1="40.0" x2="720" y2="40.0" stroke="#23262b"/><text x="34" y="44.0" fill="#8b939d" font-size="11" text-anchor="end">2.43</text><text x="40.0" y="226" 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- <p class="note">train/loss w funkcji kroku native, odczytane z <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">publicznego biegu kontynuacji</a> przez jego publiczne API o 2026-10-28T00:35Z. Linia przerywana oznacza adopcję na 8×L40S przy kamieniu 10010. Krzywa jest zmierzona, nie dopasowana.</p>
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- <figure><svg viewBox="0 0 760 250" role="img" style="width:100%;height:auto;background:transparent" xmlns="http://www.w3.org/2000/svg"><line x1="40" y1="210" x2="720" y2="210" stroke="#3a3f46"/><line x1="40" y1="40" x2="40" y2="210" stroke="#3a3f46"/><line x1="40" y1="210.0" x2="720" y2="210.0" stroke="#23262b"/><text x="34" y="214.0" fill="#8b939d" font-size="11" text-anchor="end">41</text><line x1="40" y1="167.5" x2="720" y2="167.5" stroke="#23262b"/><text x="34" y="171.5" fill="#8b939d" font-size="11" text-anchor="end">56</text><line x1="40" y1="125.0" x2="720" y2="125.0" stroke="#23262b"/><text x="34" y="129.0" fill="#8b939d" font-size="11" text-anchor="end">71</text><line x1="40" y1="82.5" x2="720" y2="82.5" stroke="#23262b"/><text x="34" y="86.5" fill="#8b939d" font-size="11" text-anchor="end">85</text><line x1="40" y1="40.0" x2="720" y2="40.0" stroke="#23262b"/><text x="34" y="44.0" fill="#8b939d" font-size="11" text-anchor="end">100</text><text x="40.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">7200</text><text x="380.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">8025</text><text x="720.0" y="226" fill="#8b939d" font-size="11" text-anchor="middle">8850</text><text x="380" y="244" fill="#8b939d" font-size="11" text-anchor="middle">krok native</text><path d="M40.0 113.1 L40.0 113.1 L60.6 112.9 L60.6 112.9 L81.2 114.7 L81.2 114.7 L101.8 112.9 L101.8 112.9 L122.4 112.3 L143.0 113.6 L163.6 114.6 L184.2 111.5 L204.8 111.7 L225.5 111.4 L246.1 112.2 L266.7 114.3 L287.3 113.2 L307.9 112.9 L328.5 111.2 L349.1 111.9 L369.7 112.7 L390.3 114.5 L410.9 114.7 L431.5 113.2 L452.1 115.0 L472.7 114.7 L493.3 114.0 L513.9 112.5 L534.5 111.2 L555.2 113.8 L575.8 113.5 L596.4 113.4 L617.0 113.3 L637.6 111.5 L658.2 112.5 L678.8 112.5 L699.4 110.9 L720.0 111.5" fill="none" stroke="#8fe0ad" stroke-width="1.8"/><path d="M40.0 184.8 L40.0 184.8 L60.6 184.4 L60.6 184.4 L81.2 186.4 L81.2 186.4 L101.8 184.8 L101.8 184.8 L122.4 188.0 L143.0 184.2 L163.6 187.0 L184.2 186.5 L204.8 187.1 L225.5 187.0 L246.1 184.4 L266.7 188.0 L287.3 186.4 L307.9 188.8 L328.5 188.3 L349.1 183.8 L369.7 184.9 L390.3 187.4 L410.9 187.1 L431.5 184.0 L452.1 185.9 L472.7 184.9 L493.3 183.7 L513.9 184.9 L534.5 181.4 L555.2 184.7 L575.8 183.1 L596.4 185.4 L617.0 184.7 L637.6 185.2 L658.2 185.4 L678.8 183.3 L699.4 179.7 L720.0 183.7" fill="none" stroke="#7fb2ff" stroke-width="1.8"/><path d="M40.0 44.6 L60.6 44.4 L81.2 44.1 L101.8 44.1 L122.4 43.9 L143.0 44.2 L163.6 45.3 L184.2 44.1 L204.8 43.9 L225.5 43.5 L246.1 43.7 L266.7 44.1 L287.3 44.0 L307.9 43.4 L328.5 43.7 L349.1 43.3 L369.7 43.2 L390.3 43.5 L410.9 43.3 L431.5 43.5 L452.1 43.2 L472.7 43.1 L493.3 44.1 L513.9 43.6 L534.5 44.3 L555.2 43.9 L575.8 44.2 L596.4 44.1 L617.0 43.9 L637.6 44.1 L658.2 43.9 L678.8 43.9 L699.4 43.7 L720.0 44.8" fill="none" stroke="#e8c37a" stroke-width="1.8"/><path d="M40.0 203.9 L60.6 205.5 L81.2 203.8 L101.8 203.6 L122.4 205.4 L143.0 203.5 L163.6 204.4 L184.2 202.4 L204.8 203.1 L225.5 203.8 L246.1 203.6 L266.7 204.3 L287.3 201.0 L307.9 204.2 L328.5 204.4 L349.1 202.9 L369.7 204.1 L390.3 204.7 L410.9 206.4 L431.5 203.8 L452.1 203.5 L472.7 202.4 L493.3 202.0 L513.9 201.5 L534.5 204.3 L555.2 202.7 L575.8 201.5 L596.4 202.1 L617.0 202.0 L637.6 200.1 L658.2 204.4 L678.8 205.6 L699.4 202.2 L720.0 202.4" fill="none" stroke="#f2a0a0" stroke-width="1.8"/><rect x="48" y="46" width="10" height="10" fill="#8fe0ad"/><text x="62" y="55" fill="#c9d1d9" font-size="11">BLiMP EN</text><rect x="198" y="46" width="10" height="10" fill="#7fb2ff"/><text x="212" y="55" fill="#c9d1d9" font-size="11">ARC-Easy EN</text><rect x="348" y="46" width="10" height="10" fill="#e8c37a"/><text x="362" y="55" fill="#c9d1d9" font-size="11">MultiBLiMP PL</text><rect x="498" y="46" width="10" height="10" fill="#f2a0a0"/><text x="512" y="55" fill="#c9d1d9" font-size="11">ARC-Easy-PL</text></svg></figure>
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- <p class="note">Automatyczna ewaluacja w trakcie biegu, jeden przyrząd (harness lm-eval), co 50 kroków: BLiMP EN, ARC-Easy EN, MultiBLiMP PL i ARC-Easy-PL w procentach. Wstępne punkty z biegu w toku — nie wyniki końcowe i nie porównywalne wprost z tabelą offline powyżej (inna procedura).</p>
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  <section>
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  <h2>Co dalej</h2>
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- <p><b>Kontynuacja korpusu, 1.04–1.06:</b> globalna trajektoria prowadzi od kroku native 7150 do celu 13848.
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- Checkpointy wersji przypadają na 10010 (1.04), 12870 (1.05) i 13848 (1.06). Kamień 10010 jest zweryfikowany i osiągnięty; trening liczy teraz na 8×L40S przy ~99 tys. tokenów/s.
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- <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">Postęp kontynuacji na żywo</a>.</p>
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  <p class="note">Powiązane przebiegi są na koncie autora w Tracku. Zakończony run 1.03 obejmuje wznowione kroki;
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  dalszy trening i historia benchmarków to osobne zapisy tej samej linii modelu.</p>
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- <p><b>Po 13848 — kandydaci roadmapy, nie zaplanowane biegi:</b> końcowe wygaszanie tempa uczenia oraz etapami wydłużanie okna
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- kontekstu (najpierw 32k tokenów, docelowo do 256k), każdy etap sprawdzany testami długiego kontekstu. Plan 1.04 kończy się na
396
- 13848 przy stałym tempie uczenia; te kroki wymagają własnego planu, wyceny i zgody, a wygaszanie na wyczerpanym korpusie
397
- wymagałoby powtórki części danych albo nowych danych.</p>
398
  <p class="note">To modele bazowe: przewidują dalszy ciąg tekstu, nie były dostrajane do rozmowy ani wykonywania poleceń
399
  i mogą się mylić.</p>
400
  </section>
 
5
  <meta name="viewport" content="width=device-width, initial-scale=1">
6
  <title>Mission – Slayer 1B</title>
7
  <style>
8
+ :root { --bg:#0b0d11; --card:#141821; --card2:#181d28; --line:#252b38; --line2:#323a4a; --fg:#eceef2; --soft:#c9ced8; --muted:#9aa3b2;
9
+ --acc:#4fb477; --acc2:#e0565b; --acc3:#6ea6e6; --warn:#e8c37a; --r:16px; color-scheme:dark; }
10
  * { box-sizing:border-box; }
11
+ html { scroll-behavior:smooth; -webkit-text-size-adjust:100%; }
12
+ body { margin:0; color:var(--fg); font:16px/1.65 ui-sans-serif,system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;
13
+ background:radial-gradient(900px 480px at 12% -80px,rgba(79,180,119,.16),transparent 70%),radial-gradient(760px 420px at 92% -60px,rgba(110,166,230,.12),transparent 70%),var(--bg);
14
+ background-repeat:no-repeat; text-rendering:optimizeLegibility; }
15
+ ::selection { background:rgba(79,180,119,.35); }
16
+ main { max-width:1040px; margin:0 auto; padding:28px 20px 80px; }
17
+ header { padding:44px 0 8px; }
18
+ header h1 { font-size:clamp(2.3rem,6vw,3.7rem); line-height:1.05; margin:0 0 12px; letter-spacing:-.035em; font-weight:800; text-wrap:balance;
19
+ color:var(--fg); background:linear-gradient(100deg,#fff 0%,#d4f3e1 45%,var(--acc) 100%); -webkit-background-clip:text; background-clip:text; -webkit-text-fill-color:transparent; }
20
+ header .by { color:var(--acc); font-size:.82rem; font-weight:600; letter-spacing:.14em; text-transform:uppercase; margin:0 0 22px; }
21
+ .lead { font-size:1.16rem; line-height:1.7; max-width:64ch; color:var(--soft); }
22
+ .pills { display:flex; flex-wrap:wrap; gap:10px; margin:26px 0 8px; }
23
+ .pill { display:inline-block; background:rgba(20,24,33,.8); border:1px solid var(--line2); border-radius:999px; padding:6px 14px; font-size:.9rem; color:var(--muted); }
24
+ .pill::before { content:""; display:inline-block; width:6px; height:6px; margin:0 8px 2px 0; vertical-align:middle; border-radius:50%; background:var(--acc); }
25
+ .pill b { color:var(--fg); font-weight:700; font-variant-numeric:tabular-nums; }
26
+ section { margin-top:72px; }
27
+ h2 { display:flex; align-items:center; gap:12px; font-size:1.6rem; line-height:1.25; letter-spacing:-.02em; margin:0 0 20px; text-wrap:balance; scroll-margin-top:24px; }
28
+ h2::before { content:""; width:5px; height:1.15em; border-radius:3px; background:linear-gradient(var(--acc),rgba(110,166,230,.9)); flex:none; }
29
+ .cards { display:grid; grid-template-columns:repeat(auto-fit,minmax(250px,1fr)); gap:16px; }
30
+ .card { background:linear-gradient(180deg,var(--card2),var(--card)); border:1px solid var(--line); border-radius:var(--r); padding:20px 22px; box-shadow:0 1px 0 rgba(255,255,255,.04) inset; }
31
+ .card h3 { margin:0 0 4px; font-size:1.18rem; letter-spacing:-.01em; display:flex; flex-wrap:wrap; align-items:center; gap:4px 10px; }
32
+ .card .meta { color:var(--muted); font-size:.93rem; margin-bottom:12px; }
33
+ .card p { margin:10px 0; color:var(--soft); }
34
+ .card a { font-weight:500; }
35
+ .tag { display:inline-block; font-size:.7rem; font-weight:700; letter-spacing:.06em; text-transform:uppercase; padding:3px 9px; border-radius:999px; vertical-align:middle; line-height:1.4; white-space:nowrap; }
36
+ .tag.const { background:rgba(79,180,119,.16); color:#8fe0ad; box-shadow:0 0 0 1px rgba(79,180,119,.35) inset; }
37
+ .tag.live { background:rgba(232,195,122,.14); color:var(--warn); box-shadow:0 0 0 1px rgba(232,195,122,.35) inset; }
38
+ .tag.dec { background:rgba(154,163,178,.14); color:var(--muted); box-shadow:0 0 0 1px rgba(154,163,178,.28) inset; }
39
+ .tag.live::before { content:""; display:inline-block; width:6px; height:6px; margin:0 6px 1px 0; border-radius:50%; background:var(--warn); }
40
+ .card-status { grid-column:1 / -1; border-left:3px solid var(--line2); }
41
+ .card-status:has(.tag.const) { border-left-color:var(--acc); }
42
+ .card-status:has(.tag.live) { border-left-color:var(--warn); }
43
+ .wrap { overflow-x:auto; background:var(--card); border:1px solid var(--line); border-radius:var(--r); -webkit-overflow-scrolling:touch; }
44
+ table { width:100%; border-collapse:collapse; min-width:520px; }
45
+ th, td { padding:12px 16px; text-align:right; border-bottom:1px solid var(--line); font-variant-numeric:tabular-nums; white-space:nowrap; }
46
+ th:first-child, td:first-child { text-align:left; position:sticky; left:0; background:var(--card); min-width:11.5rem; white-space:normal; z-index:1; }
47
+ th { color:var(--muted); font-weight:600; font-size:.78rem; letter-spacing:.07em; text-transform:uppercase; background:rgba(255,255,255,.03); vertical-align:middle; }
48
+ th:first-child { background:#191e29; }
49
  tr:last-child td { border-bottom:none; }
50
+ tr:hover td { background:rgba(255,255,255,.025); }
51
+ tr:hover td:first-child { background:#191e29; }
52
+ td.best { color:var(--acc); font-weight:700; background:rgba(79,180,119,.09); }
53
+ tr:hover td.best { background:rgba(79,180,119,.14); }
54
+ section > p { max-width:78ch; }
55
+ .note { color:var(--muted); font-size:.93rem; line-height:1.7; max-width:78ch; margin:12px 0 0; }
56
+ code { font:.84em ui-monospace,SFMono-Regular,Menlo,Consolas,monospace; background:rgba(255,255,255,.06); padding:2px 6px; border-radius:6px; color:var(--soft); }
57
+ .sha { overflow-wrap:anywhere; font-size:.78rem; }
58
+ figure { margin:0; background:var(--bg); border-radius:var(--r); padding:0; overflow:hidden; box-shadow:0 0 0 1px var(--line2), 0 22px 56px -26px rgba(0,0,0,.85); }
59
+ figure img { width:100%; height:auto; display:block; }
60
+ figure + .note { margin-top:16px; }
61
+ .note + figure { margin-top:28px; }
62
+ ol.steps { list-style:none; padding:0; margin:0; counter-reset:step; display:grid; gap:12px; }
63
+ ol.steps li { counter-increment:step; position:relative; margin:0; padding:18px 20px 18px 66px; background:linear-gradient(180deg,var(--card2),var(--card)); border:1px solid var(--line); border-radius:var(--r); color:var(--soft); }
64
+ ol.steps li::before { content:counter(step); position:absolute; left:20px; top:18px; width:30px; height:30px; display:grid; place-items:center; border-radius:50%; background:rgba(79,180,119,.16); color:var(--acc); font-weight:800; font-size:.92rem; box-shadow:0 0 0 1px rgba(79,180,119,.35) inset; }
65
+ ol.steps li b { color:var(--fg); }
66
+ footer { margin-top:80px; color:var(--muted); font-size:.9rem; border-top:1px solid var(--line); padding-top:20px; }
67
+ a { color:var(--acc3); text-decoration-thickness:1px; text-underline-offset:3px; text-decoration-color:rgba(110,166,230,.4); transition:color .15s,text-decoration-color .15s; }
68
+ a:hover { color:#9cc3f0; text-decoration-color:currentColor; }
69
+ a:focus-visible, button:focus-visible { outline:2px solid var(--acc); outline-offset:3px; border-radius:6px; }
70
+ .lang { position:fixed; top:14px; right:16px; display:flex; gap:4px; background:rgba(20,24,33,.78); -webkit-backdrop-filter:blur(10px); backdrop-filter:blur(10px); border:1px solid var(--line2); border-radius:999px; padding:3px; z-index:10; }
71
+ .lang button { background:none; border:0; color:var(--muted); font:600 .85rem system-ui,sans-serif; padding:5px 12px; border-radius:999px; cursor:pointer; transition:background .15s,color .15s; }
72
+ .lang button:hover { color:var(--fg); }
73
+ .lang button[aria-pressed="true"] { background:var(--acc); color:#07130c; }
74
  body[data-lang="en"] .l-pl, body[data-lang="pl"] .l-en { display:none; }
75
+ @media (prefers-reduced-motion:no-preference) {
76
+ .card { transition:transform .2s ease,border-color .2s ease,box-shadow .2s ease; }
77
+ .card:hover { transform:translateY(-2px); border-color:var(--line2); box-shadow:0 14px 34px -18px rgba(0,0,0,.8); }
78
+ .tag.live::before { animation:pulse 1.8s ease-in-out infinite; }
79
+ @keyframes pulse { 0%,100% { opacity:1; transform:scale(1); } 50% { opacity:.35; transform:scale(.7); } }
80
+ }
81
+ @media (prefers-reduced-motion:reduce) { html { scroll-behavior:auto; } }
82
+ @media (max-width:640px) {
83
+ main { padding:12px 16px 64px; }
84
+ .lang { position:static; margin:12px 16px 0 auto; width:max-content; }
85
+ header { padding-top:24px; }
86
+ section { margin-top:52px; }
87
+ h2 { font-size:1.35rem; }
88
+ th, td { padding:10px 12px; font-size:.92rem; }
89
+ th:first-child, td:first-child { min-width:9.5rem; }
90
+ .card { padding:18px; }
91
+ ol.steps li { padding:16px 16px 16px 58px; }
92
+ ol.steps li::before { left:16px; top:16px; }
93
+ figure { padding:0; }
94
+ figure:has(> img) { overflow-x:auto; -webkit-overflow-scrolling:touch; }
95
+ figure:has(> img) img { width:760px; max-width:none; }
96
+ }
97
  </style>
98
  </head>
99
  <body data-lang="en">
 
150
  <a href="https://huggingface.co/SlayerLab/Slayer1B-1.03-checkpoints">native checkpoint archive — current files</a>
151
  </div>
152
  <div class="card card-status">
153
+ <h3>Slayer1B 1.04 <span class="tag const">released</span></h3>
154
+ <div class="meta">native step 10010 · 10.5 B training tokens</div>
155
+ <p>Corpus continuation 7150 → 10010 on 4×L40S, constant learning rate. The run then moved to 8×L40S at this checkpoint
156
+ after independent SHA-256 verification (three sources) and a proof that the global batch is reproduced.</p>
157
+ <p class="note">Checkpoint SHA-256: <code class="sha">04438959d7b317d1a8d972b264e9610a06fd8addde7349c6e9f458ee56dc1e51</code></p>
158
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04">model</a> ·
159
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04-checkpoints">checkpoints</a> ·
160
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">run</a>
161
+ </div>
162
+ <div class="card card-status">
163
+ <h3>Slayer1B 1.05 <span class="tag const">released</span></h3>
164
+ <div class="meta">native step 12870 · 13.5 B training tokens</div>
165
+ <p>Continuation 10010 → 12870 on 8×L40S, same model, data order and global batch, constant learning rate.</p>
166
+ <p class="note">Checkpoint SHA-256: <code class="sha">435082ff36becfbb96803622139f38d2afa0ba1a9d2fc284bad96f5a8edc1181</code></p>
167
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.05">model</a> ·
168
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.05-checkpoints">checkpoints</a> ·
169
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">run</a>
170
+ </div>
171
+ <div class="card card-status">
172
+ <h3>Slayer1B 1.06 <span class="tag const">released · full corpus</span></h3>
173
+ <div class="meta">native step 13848 · 14.5 B training tokens · one full pass</div>
174
+ <p>Continuation 12870 → 13848 on 8×L40S. It ends where the prepared corpus ends: every token of the corpus was seen
175
+ exactly once (measured, not planned). Final training loss 2.276; no learning-rate decay yet.</p>
176
+ <p class="note">Checkpoint SHA-256: <code class="sha">1fc7396ca1790805128244b2f827e02b9fe88e352534cd887d0c488f121d1e4d</code></p>
177
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.06">model</a> ·
178
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.06-checkpoints">checkpoints</a> ·
179
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">run</a>
180
  </div>
181
  </div>
182
  </section>
 
185
  <h2>Results</h2>
186
  <div class="wrap">
187
  <table>
188
+ <tr><th>test</th><th>1.00</th><th>1.01</th><th>1.02</th><th>1.03</th><th>1.04</th><th>1.05</th><th>1.06</th></tr>
189
+ <tr><td>training tokens</td><td>1.5 B</td><td>3.0 B</td><td>6.0 B</td><td>7.5 B</td><td>10.5 B</td><td>13.5 B</td><td>14.5 B</td></tr>
190
+ <tr><td>native step</td><td>1430</td><td>2860</td><td>5720</td><td>7150</td><td>10010</td><td>12870</td><td>13848</td></tr>
191
+ <tr><td>ARC-Easy (EN), %</td><td>42.89</td><td>47.98</td><td>48.99</td><td>—</td><td>50.59</td><td>52.19</td><td class="best">52.99</td></tr>
192
+ <tr><td>BLiMP (EN, grammar), %</td><td>71.51</td><td>73.63</td><td>74.71</td><td>—</td><td>74.17</td><td>75.53</td><td class="best">76.12</td></tr>
193
+ <tr><td>WikiText-2, byte perplexity ↓</td><td>2.5857</td><td>2.4230</td><td>2.3735</td><td>—</td><td>2.3078</td><td class="best">2.2816</td><td>2.2849</td></tr>
194
+ <tr><td>MultiBLiMP (PL, grammar), %</td><td>97.89</td><td>98.29</td><td>98.38</td><td>—</td><td class="best">98.87</td><td>98.47</td><td>98.41</td></tr>
195
+ <tr><td>ARC-Easy-PL, %</td><td>36.91</td><td>40.36</td><td>41.84</td><td>—</td><td>44.02</td><td class="best">45.20</td><td>45.03</td></tr>
196
  </table>
197
  </div>
198
+ <p class="note">One instrument for the versions that have values (1.00–1.02 and 1.04–1.06): leaderboard protocol of
199
+ <a href="https://track.fabryka.ai/models">track.fabryka.ai/models</a>, zero-shot, on the released checkpoints. Column 1.03 is a dash on purpose: its run
200
  (<a href="https://track.fabryka.ai/run/7ca4f84f-3b07-4525-8cde-f3a936dc3425">1.03</a>) was measured with the older lm-eval task set
201
  (hellaswag, piqa, lambada, arc_challenge, boolq, mmlu — see the additional history section), so there are no values in this instrument;
202
+ the dash is not a missing measurement. 1.00 and 1.01 ended with a learning-rate decay; 1.02 and 1.04–1.06 did not, so comparisons
203
+ across that boundary are not clean. Neighbouring checkpoints differ by up to about a point on single tests, so small differences
204
+ between 1.05 and 1.06 are within run noise.</p>
205
  </section>
206
 
207
  <section>
 
219
  </section>
220
 
221
  <section>
222
+ <h2>Score curves: 1.00–1.06</h2>
223
+ <figure><img src="scores-history-106.png" alt="Evaluation history of Slayer1B 1.00 to 1.06 versus training tokens"></figure>
224
+ <p class="note">Measured values only, no fits, no trend lines. 1.00–1.02: leaderboard protocol, one checkpoint every 150 steps; shaded bands mark the learning-rate decay of 1.00 and 1.01. 1.03: training loss only — it was evaluated with an older lm-eval task set, so it has no points in the score panels. 1.04–1.06: one continuation from step 7150 at a constant learning rate; diamonds mark the releases 1.04 (10010), 1.05 (12870) and 1.06 (13848, end of the corpus). The in-run evaluator measured every 50 steps up to 9100, then control points 9400/9700/10000, then every 200 steps; breaks in the line are gaps in that schedule, not missing training. eff = (BLiMP + ARC + WikiScore) / 3, the board formula, which reproduces every published 1.00–1.02 value within 0.01. Data: <a href="scores-history-106.csv">scores-history-106.csv</a>.</p>
225
  </section>
226
 
227
  <section>
228
+ <h2>Release points: 1.04 → 1.06</h2>
229
  <div class="wrap">
230
  <table>
231
+ <tr><th>test</th><th>1.04 · 10010</th><th>1.05 · 12870</th><th>1.06 · 13848</th></tr>
232
+ <tr><td>BLiMP (EN, grammar), %</td><td>74.17</td><td>75.53</td><td class="best">76.12</td></tr>
233
+ <tr><td>ARC-Easy (EN), %</td><td>50.59</td><td>52.19</td><td class="best">52.99</td></tr>
234
+ <tr><td>WikiText-2, byte perplexity ↓</td><td>2.3078</td><td class="best">2.2816</td><td>2.2849</td></tr>
235
+ <tr><td>WikiText-2, token perplexity ↓</td><td>31.29</td><td class="best">29.86</td><td>30.03</td></tr>
236
+ <tr><td>MultiBLiMP (PL, grammar), %</td><td class="best">98.87</td><td>98.47</td><td>98.41</td></tr>
237
+ <tr><td>ARC-Easy-PL, %</td><td>44.02</td><td class="best">45.20</td><td>45.03</td></tr>
238
  </table>
239
  </div>
240
+ <p class="note">Measured on the released checkpoints by the run's automatic evaluator (same instrument as the results table), read
241
+ from the <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">public continuation run</a>. The whole continuation
242
+ used a constant learning rate; a final decay has not been applied, so these are not end-of-training numbers for the model line.</p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
243
  </section>
244
 
245
  <section>
 
264
 
265
  <section>
266
  <h2>What's next</h2>
267
+ <p><b>Corpus continuation 1.04–1.06 — complete.</b> The global trajectory ran from native step 7150 to 13848, the end of the
268
+ prepared corpus: 14.5 B training tokens, one full pass, about 13.5 tokens per parameter. Releases 1.04 (10010), 1.05 (12870) and
269
+ 1.06 (13848) are public, each with its checkpoint archive. <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">Training run</a>.</p>
270
  <p class="note">The linked runs belong to the author's Track account. The completed 1.03 run includes its resumed steps;
271
  corpus continuation and benchmark history are separate records of the same model lineage.</p>
272
+ <p><b>Beyond 13848 — roadmap candidates, not scheduled runs:</b> continuing to about 20 tokens per parameter with fresh data,
273
+ a final learning-rate decay, and extending the context window in stages (first 32k tokens, up to 256k as the target), each stage
274
+ checked with long-context tests. Each follow-up needs its own plan, cost estimate and go-ahead.</p>
 
275
  <p class="note">These are base models: they predict the continuation of a text, they were not tuned for chat or for
276
  following instructions, and they can be wrong.</p>
277
  </section>
 
329
  <a href="https://huggingface.co/SlayerLab/Slayer1B-1.03-checkpoints">archiwum checkpointów natywnych — aktualne pliki</a>
330
  </div>
331
  <div class="card card-status">
332
+ <h3>Slayer1B 1.04 <span class="tag const">wydany</span></h3>
333
+ <div class="meta">krok native 10010 · 10,5 mld tokenów treningu</div>
334
+ <p>Kontynuacja korpusu 7150 → 10010 na 4×L40S, stałe tempo uczenia. Na tym checkpoincie bieg przeszedł na 8×L40S
335
+ po niezależnej weryfikacji SHA-256 (trzy źródła) i dowodzie, że globalny batch jest odtworzony.</p>
336
+ <p class="note">SHA-256 checkpointu: <code class="sha">04438959d7b317d1a8d972b264e9610a06fd8addde7349c6e9f458ee56dc1e51</code></p>
337
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04">model</a> ·
338
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.04-checkpoints">punkty kontrolne</a> ·
339
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">przebieg</a>
340
+ </div>
341
+ <div class="card card-status">
342
+ <h3>Slayer1B 1.05 <span class="tag const">wydany</span></h3>
343
+ <div class="meta">krok native 12870 · 13,5 mld tokenów treningu</div>
344
+ <p>Kontynuacja 10010 → 12870 na 8×L40S: ten sam model, kolejność danych i globalny batch, stałe tempo uczenia.</p>
345
+ <p class="note">SHA-256 checkpointu: <code class="sha">435082ff36becfbb96803622139f38d2afa0ba1a9d2fc284bad96f5a8edc1181</code></p>
346
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.05">model</a> ·
347
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.05-checkpoints">punkty kontrolne</a> ·
348
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">przebieg</a>
349
+ </div>
350
+ <div class="card card-status">
351
+ <h3>Slayer1B 1.06 <span class="tag const">wydany · cały korpus</span></h3>
352
+ <div class="meta">krok native 13848 · 14,5 mld tokenów treningu · jedno pełne przejście</div>
353
+ <p>Kontynuacja 12870 → 13848 na 8×L40S. Kończy się tam, gdzie kończy się przygotowany korpus: każdy jego token model
354
+ zobaczył dokładnie raz (zmierzone, nie zaplanowane). Końcowa strata treningowa 2,276; bez wygaszania tempa uczenia.</p>
355
+ <p class="note">SHA-256 checkpointu: <code class="sha">1fc7396ca1790805128244b2f827e02b9fe88e352534cd887d0c488f121d1e4d</code></p>
356
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.06">model</a> ·
357
+ <a href="https://huggingface.co/SlayerLab/Slayer1B-1.06-checkpoints">punkty kontrolne</a> ·
358
+ <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">przebieg</a>
359
  </div>
360
  </div>
361
  </section>
 
364
  <h2>Wyniki</h2>
365
  <div class="wrap">
366
  <table>
367
+ <tr><th>test</th><th>1.00</th><th>1.01</th><th>1.02</th><th>1.03</th><th>1.04</th><th>1.05</th><th>1.06</th></tr>
368
+ <tr><td>tokeny treningu</td><td>1,5 mld</td><td>3,0 mld</td><td>6,0 mld</td><td>7,5 mld</td><td>10,5 mld</td><td>13,5 mld</td><td>14,5 mld</td></tr>
369
+ <tr><td>krok native</td><td>1430</td><td>2860</td><td>5720</td><td>7150</td><td>10010</td><td>12870</td><td>13848</td></tr>
370
+ <tr><td>ARC-Easy (EN), %</td><td>42,89</td><td>47,98</td><td>48,99</td><td>—</td><td>50,59</td><td>52,19</td><td class="best">52,99</td></tr>
371
+ <tr><td>BLiMP (EN, gramatyka), %</td><td>71,51</td><td>73,63</td><td>74,71</td><td>—</td><td>74,17</td><td>75,53</td><td class="best">76,12</td></tr>
372
+ <tr><td>WikiText-2, perpleksja na bajt ↓</td><td>2,5857</td><td>2,4230</td><td>2,3735</td><td>—</td><td>2,3078</td><td class="best">2,2816</td><td>2,2849</td></tr>
373
+ <tr><td>MultiBLiMP (PL, gramatyka), %</td><td>97,89</td><td>98,29</td><td>98,38</td><td>—</td><td class="best">98,87</td><td>98,47</td><td>98,41</td></tr>
374
+ <tr><td>ARC-Easy-PL, %</td><td>36,91</td><td>40,36</td><td>41,84</td><td>—</td><td>44,02</td><td class="best">45,20</td><td>45,03</td></tr>
375
  </table>
376
  </div>
377
+ <p class="note">Jeden przyrząd dla wersji, które mają wartości (1.00–1.02 oraz 1.04–1.06): protokół tablicy
378
+ <a href="https://track.fabryka.ai/models">track.fabryka.ai/models</a>, zero-shot, na wydanych checkpointach. Kolumna 1.03 ma kreskę celowo: jej run
379
  (<a href="https://track.fabryka.ai/run/7ca4f84f-3b07-4525-8cde-f3a936dc3425">1.03</a>) mierzono starszym zestawem lm-eval
380
  (hellaswag, piqa, lambada, arc_challenge, boolq, mmlu — patrz sekcja dodatkowej historii), więc w tym przyrządzie nie ma wartości;
381
+ kreska nie oznacza brakującego pomiaru. 1.00 i 1.01 kończyły się wygaszaniem tempa uczenia, 1.02 i 1.04–1.06 nie — porównania
382
+ przez tę granicę nie są „czyste”. Sąsiednie checkpointy różnią się na pojedynczych testach nawet o ok. punkt, więc małe różnice
383
+ między 1.05 a 1.06 mieszczą się w szumie biegu.</p>
384
  </section>
385
 
386
  <section>
 
398
  </section>
399
 
400
  <section>
401
+ <h2>Krzywe wyników: 1.00–1.06</h2>
402
+ <figure><img src="scores-history-106.png" alt="Historia wyników Slayer1B od 1.00 do 1.06 w funkcji liczby tokenów treningu"></figure>
403
+ <p class="note">Same pomiary, bez dopasowań i bez linii trendu. 1.00–1.02: protokół tablicy, punkt co 150 kroków; pasma oznaczają wygaszanie LR w 1.00 i 1.01. 1.03: tylko strata treningowa — mierzony starszym zestawem lm-eval, więc w panelach wyników nie ma punktów. 1.04–1.06: jedna kontynuacja od kroku 7150 przy stałym LR; romby oznaczają wydania 1.04 (10010), 1.05 (12870) i 1.06 (13848, koniec korpusu). Ewaluator w biegu mierzył co 50 kroków do 9100, potem punkty kontrolne 9400/9700/10000, potem co 200 kroków; przerwy w linii to luki w tym harmonogramie, nie brakujący trening. eff = (BLiMP + ARC + WikiScore) / 3, formuła tablicy, która odtwarza każdą opublikowaną wartość 1.00–1.02 z dokładnością 0,01. Dane: <a href="scores-history-106.csv">scores-history-106.csv</a>.</p>
404
  </section>
405
 
406
  <section>
407
+ <h2>Punkty wydań: 1.04 → 1.06</h2>
408
  <div class="wrap">
409
  <table>
410
+ <tr><th>test</th><th>1.04 · 10010</th><th>1.05 · 12870</th><th>1.06 · 13848</th></tr>
411
+ <tr><td>BLiMP (EN, gramatyka), %</td><td>74,17</td><td>75,53</td><td class="best">76,12</td></tr>
412
+ <tr><td>ARC-Easy (EN), %</td><td>50,59</td><td>52,19</td><td class="best">52,99</td></tr>
413
+ <tr><td>WikiText-2, perpleksja na bajt ↓</td><td>2,3078</td><td class="best">2,2816</td><td>2,2849</td></tr>
414
+ <tr><td>WikiText-2, perpleksja na token ↓</td><td>31,29</td><td class="best">29,86</td><td>30,03</td></tr>
415
+ <tr><td>MultiBLiMP (PL, gramatyka), %</td><td class="best">98,87</td><td>98,47</td><td>98,41</td></tr>
416
+ <tr><td>ARC-Easy-PL, %</td><td>44,02</td><td class="best">45,20</td><td>45,03</td></tr>
417
  </table>
418
  </div>
419
+ <p class="note">Zmierzone na wydanych checkpointach automatycznym ewaluatorem biegu (ten sam przyrząd co tabela wyników), odczytane
420
+ z <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">publicznego biegu kontynuacji</a>. Cała kontynuacja
421
+ szła przy stałym tempie uczenia; końcowego wygaszania nie zastosowano, więc to nie są końcowe liczby tej linii modelu.</p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
422
  </section>
423
 
424
  <section>
 
443
 
444
  <section>
445
  <h2>Co dalej</h2>
446
+ <p><b>Kontynuacja korpusu 1.04–1.06 — zakończona.</b> Globalna trajektoria przeszła od kroku native 7150 do 13848, czyli do
447
+ końca przygotowanego korpusu: 14,5 mld tokenów treningu, jedno pełne przejście, ok. 13,5 tokenu na parametr. Wydania 1.04 (10010),
448
+ 1.05 (12870) i 1.06 (13848) są publiczne, każde z archiwum checkpointów. <a href="https://track.fabryka.ai/run/f056bb5c-f1da-56d5-9776-cc33063f10a5">Bieg treningu</a>.</p>
449
  <p class="note">Powiązane przebiegi są na koncie autora w Tracku. Zakończony run 1.03 obejmuje wznowione kroki;
450
  dalszy trening i historia benchmarków to osobne zapisy tej samej linii modelu.</p>
451
+ <p><b>Po 13848 — kandydaci roadmapy, nie zaplanowane biegi:</b> dalszy trening do ok. 20 tokenów na parametr na świeżych danych,
452
+ końcowe wygaszanie tempa uczenia oraz etapami wydłużanie okna kontekstu (najpierw 32k tokenów, docelowo do 256k), każdy etap
453
+ sprawdzany testami długiego kontekstu. Każdy z tych kroków wymaga własnego planu, wyceny i zgody.</p>
 
454
  <p class="note">To modele bazowe: przewidują dalszy ciąg tekstu, nie były dostrajane do rozmowy ani wykonywania poleceń
455
  i mogą się mylić.</p>
456
  </section>
scores-history-104.csv → scores-history-106.csv RENAMED
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scores-history-104.png → scores-history-106.png RENAMED
File without changes