 autoresearch
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97dda8577f
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init scale 0.7 to 0.68
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2026-03-08 12:44:03 +00:00 |
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autoresearch
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f5979a7464
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init scale 0.7x
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2026-03-08 10:14:06 +00:00 |
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autoresearch
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41d50a8539
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reduce transformer init scale by 0.8x
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2026-03-08 10:02:16 +00:00 |
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autoresearch
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264a05b48f
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add small WD 0.01 to lm_head (AdamW)
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2026-03-08 07:23:33 +00:00 |
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autoresearch
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7f63c17076
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unembedding LR 0.006 to 0.005
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2026-03-08 07:05:48 +00:00 |
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autoresearch
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a7aa309dd4
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muon momentum warmup 300 to 200 steps
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2026-03-08 05:29:56 +00:00 |
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autoresearch
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aa8f408f39
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unembedding LR 0.004 to 0.006
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2026-03-08 04:48:14 +00:00 |
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autoresearch
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772dada6cc
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FINAL_LR_FRAC 0.0 to 0.05 (small LR floor)
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2026-03-08 04:36:38 +00:00 |
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autoresearch
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0640555a1f
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x0_lambda init 0.1 to 0.05
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2026-03-08 04:30:50 +00:00 |
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autoresearch
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7d047e42f4
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embedding LR 0.6 to 0.8
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2026-03-08 04:19:15 +00:00 |
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autoresearch
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59e9dd9aab
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RoPE base frequency 10K to 200K
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2026-03-08 04:13:30 +00:00 |
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autoresearch
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7da0b673a1
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short window 1/8 context (256 tokens instead of 1024)
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2026-03-08 04:07:44 +00:00 |
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autoresearch
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8363d52e8d
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SSSSL window pattern (5:1 short:long ratio)
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2026-03-08 04:01:58 +00:00 |
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autoresearch
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4e6697f68d
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warmdown 0.5 to 0.7 (more cooldown)
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2026-03-08 03:56:11 +00:00 |
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autoresearch
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7f2a65c9a5
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depth 9 aspect_ratio 57 (extra layer, dim ~512)
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2026-03-08 03:44:34 +00:00 |
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autoresearch
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bea057bc08
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halve batch size 524K to 262K for more steps in 5 min
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2026-03-08 03:38:47 +00:00 |
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Andrej
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500114a035
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Honor --download-workers instead of hardcoding 8 download workers
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2026-03-07 14:17:45 -08:00 |
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Andrej Karpathy
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7043095a18
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add macos fork
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2026-03-07 22:15:52 +00:00 |
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Dipesh Babu
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777e443790
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fix(prepare): honor --download-workers
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2026-03-07 15:39:17 -05:00 |
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Andrej Karpathy
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6fdefa7265
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instruct the agent to also read README, should be good context
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2026-03-07 20:09:51 +00:00 |
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Andrej Karpathy
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b0d047425f
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clarify note on platforms
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2026-03-07 19:46:27 +00:00 |
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Andrej Karpathy
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8a5c4869bd
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bunch of small changes to docs and files, and a teaser figure with a blooper :)
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2026-03-07 19:00:04 +00:00 |
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Andrej Karpathy
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032d203695
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minor tweaks, pin val shard
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2026-03-07 17:59:52 +00:00 |
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Andrej Karpathy
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47ec1ade0a
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tweaks to docs for both humans and agents
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2026-03-07 17:02:43 +00:00 |
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Andrej Karpathy
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ada84e5247
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soften the language just a bit
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2026-03-07 16:29:59 +00:00 |
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Andrej
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bd75534494
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Fix agent crash blindspot by forcing it to read traceback
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2026-03-07 08:23:51 -08:00 |
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dumko2001
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bdf0c0d520
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Allow agent to diagnose crashes by reading the python stack trace
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2026-03-07 14:46:43 +05:30 |
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Andrej
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bb54287479
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Merge pull request #2 from marcinbogdanski/fix/fa3-non-hopper-fallback
add fallback FA3 kernel for non-Hopper GPUs
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2026-03-06 21:59:49 -08:00 |
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Marcin Bogdanski
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17b480aa65
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add fallback FA3 kernel for non-Hopper GPUs
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2026-03-07 01:31:48 +00:00 |
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Andrej Karpathy
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9c383a8c94
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add analysis notebook for convenience
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2026-03-06 22:36:37 +00:00 |
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Andrej Karpathy
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69eb7f9b99
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cleanup more references to spawn.sh
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2026-03-06 22:36:20 +00:00 |
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Andrej Karpathy
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ae81d55904
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remove spawn.sh reference from README (file was deleted)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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2026-03-06 22:08:45 +00:00 |
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Andrej Karpathy
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4ab35a919b
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also ref twitter
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2026-03-06 22:06:12 +00:00 |
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Andrej Karpathy
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1e207aaf21
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dam, erase experimental file from before that snuck through in my purge
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2026-03-06 22:03:27 +00:00 |
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Andrej Karpathy
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2a70301b10
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small tweak readme
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2026-03-06 22:02:44 +00:00 |
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Andrej Karpathy
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b11d6f283f
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initial commit
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2026-03-06 21:58:52 +00:00 |
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