plastic is a model from David Montgomery, released under other (access requested at publisher). Its published files total 17.4 GB.
Test-time-training models with a transactional safety harness, and a study of what they can learn lastingly from experience.
Parameters—
Context—
Weights17.3 GB
Licenseother
AccessAccess requested at publisher
Monthly Downloads—
Model Card
Test-time-training models with a transactional safety harness, and a study of what they can learn lastingly from experience. plastic studies models that learn while they read: their memory is a set of fast weights that take gradient steps on a self-supervised objective as tokens arrive, so context is compressed into weights instead of a growing cache. Three substrates share - PlasticCore, a from-scratch model of about 6M parameters: a selective state-space recurrence plus a delta-rule fast-weight memory, meta-trained end to end through its inner loop. The same block stack serves next-token prediction on text and a hidden-friction control task where the only way to predict well is to infer…
Excerpt from the card by David Montgomery, licensed other.
Identity and Version
- Repository
- dmontgomery40/plastic
- Publisher
- David Montgomery
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- en
- Revision
- 9ab7b060202890a869fc0bdd2bd17daf51f84c70
- First published
- 2026-09-22
- Last updated
- 2026-09-29
Files and Weights
746 files, 17.4 GB in total. The weights are 37 files totalling 17.3 GB in pt, safetensors.
Weights37 files · 17.3 GB
Configuration446 files · 14.4 MB
Tokenizer29 files · 63.0 MB
Documentation89 files · 744.6 KB
Other142 files · 7.1 MB
Repository3 files · 2.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| checkpoints/coordinate-ablation-v3-post/coords_only.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v3-post/decay_only.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v3-post/delta_baseline.pt | Weights | 3.6 MB | — |
| checkpoints/coordinate-ablation-v3-post/fixed_z.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v3-post/full.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v3-post/no_fast.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v3-post/no_meta.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v4-eta10/decay_only.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v4-eta10/full.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v4-eta10/no_fast.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v5-eta10/coords_only.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v5-eta10/delta_baseline.pt | Weights | 3.6 MB | — |
| checkpoints/coordinate-ablation-v5-eta10/fixed_z.pt | Weights | 1.7 MB | — |
| checkpoints/coordinate-ablation-v5-eta10/no_meta.pt | Weights | 1.7 MB | — |
| checkpoints/copy-memory/copy_seed0_steps150.pt | Weights | 635.2 KB | — |
| checkpoints/legacy/base/base_checkpoint.pt | Weights | 5.7 KB | — |
| checkpoints/legacy/lm_1768702844/checkpoint.pt | Weights | 8.7 MB | — |
| checkpoints/legacy/lm_1768704113/checkpoint.pt | Weights | 17.8 MB | — |
| checkpoints/legacy/lm_1768709638/checkpoint.pt | Weights | 201.4 MB | — |
| checkpoints/legacy/lm_1768723300/checkpoint.pt | Weights | 284.6 KB | — |
| checkpoints/legacy/lm_1768727853/checkpoint.pt | Weights | 8.7 MB | — |
| checkpoints/legacy/lm_1768728904/checkpoint.pt | Weights | 546.7 KB | — |
| checkpoints/legacy/lm_1768822525/checkpoint.pt | Weights | 201.4 MB | — |
| checkpoints/legacy/sleep_1768715799/checkpoint.pt | Weights | 8.7 MB | — |
| checkpoints/lm_smoke_mps/checkpoint.pt | Weights | 27.4 MB | — |
| checkpoints/lm_smoke_mps2/checkpoint.pt | Weights | 27.4 MB | — |
| checkpoints/ttt-chat-step100/model.safetensors | Weights | 3.0 GB | — |
| checkpoints/ttt-chat-step50/model.safetensors | Weights | 3.0 GB | — |
| checkpoints/ttt-mlp-1.3b-base/model.safetensors | Weights | 2.6 GB | — |
| checkpoints/ttt-mlp-760m-base/model.safetensors | Weights | 1.5 GB | — |
| physics/checkpoint.pt | Weights | 14.3 MB | — |
| physics/fisher.pt | Weights | 198.5 KB | — |
| qwen/abliterated/model.safetensors-00001-of-00001.safetensors | Weights | 1.7 GB | — |
| qwen/base/model.safetensors-00001-of-00001.safetensors | Weights | 1.7 GB | — |
| text-chat/model.safetensors | Weights | 3.0 GB | — |
| text/checkpoint.pt | Weights | 27.4 MB | — |
| text/fisher.pt | Weights | 264.2 KB | — |
| checkpoints/coordinate-ablation-v3-post/coords_only.json | Configuration | 14.5 KB | — |
| checkpoints/coordinate-ablation-v3-post/decay_only.json | Configuration | 14.5 KB | — |
| checkpoints/coordinate-ablation-v3-post/delta_baseline.json | Configuration | 12.2 KB | — |
| checkpoints/coordinate-ablation-v3-post/fixed_z.json | Configuration | 14.5 KB | — |
| checkpoints/coordinate-ablation-v3-post/full.json | Configuration | 14.5 KB | — |
| checkpoints/coordinate-ablation-v3-post/manifest.json | Configuration | 797 B | — |
| checkpoints/coordinate-ablation-v3-post/no_fast.json | Configuration | 12.9 KB | — |
| checkpoints/coordinate-ablation-v3-post/no_meta.json | Configuration | 14.6 KB | — |
| checkpoints/coordinate-ablation-v4-eta10/decay_only.json | Configuration | 49.7 KB | — |
| checkpoints/coordinate-ablation-v4-eta10/full.json | Configuration | 49.5 KB | — |
| checkpoints/coordinate-ablation-v4-eta10/manifest.json | Configuration | 857 B | — |
| checkpoints/coordinate-ablation-v4-eta10/no_fast.json | Configuration | 45.3 KB | — |
| checkpoints/coordinate-ablation-v5-eta10/coords_only.json | Configuration | 49.8 KB | — |
| checkpoints/coordinate-ablation-v5-eta10/delta_baseline.json | Configuration | 45.1 KB | — |
| checkpoints/coordinate-ablation-v5-eta10/fixed_z.json | Configuration | 50.0 KB | — |
| checkpoints/coordinate-ablation-v5-eta10/manifest.json | Configuration | 837 B | — |
| checkpoints/coordinate-ablation-v5-eta10/no_meta.json | Configuration | 46.9 KB | — |
| checkpoints/legacy/base/base_meta.json | Configuration | 387 B | — |
| checkpoints/legacy/lm_1768702844/config.json | Configuration | 63 B | — |
| checkpoints/legacy/lm_1768704113/config.json | Configuration | 63 B | — |
| checkpoints/legacy/lm_1768709638/config.json | Configuration | 64 B | — |
| checkpoints/legacy/lm_1768723300/config.json | Configuration | 61 B | — |
| checkpoints/legacy/lm_1768727853/config.json | Configuration | 63 B | — |
| checkpoints/legacy/lm_1768728904/config.json | Configuration | 62 B | — |
| checkpoints/legacy/lm_1768822525/config.json | Configuration | 64 B | — |
| checkpoints/legacy/sleep_1768715799/config.json | Configuration | 63 B | — |
| checkpoints/lm_smoke_mps/config.json | Configuration | 463 B | — |
| checkpoints/lm_smoke_mps2/config.json | Configuration | 463 B | — |
| checkpoints/ttt-chat-step100/config.json | Configuration | 730 B | — |
| checkpoints/ttt-chat-step100/generation_config.json | Configuration | 195 B | — |
| checkpoints/ttt-chat-step100/sft_meta.json | Configuration | 3.0 KB | — |
| checkpoints/ttt-chat-step50/config.json | Configuration | 730 B | — |
| checkpoints/ttt-chat-step50/generation_config.json | Configuration | 195 B | — |
| checkpoints/ttt-chat-step50/sft_meta.json | Configuration | 2.2 KB | — |
| checkpoints/ttt-mlp-1.3b-base/config.json | Configuration | 876 B | — |
| checkpoints/ttt-mlp-1.3b-base/generation_config.json | Configuration | 255 B | — |
| checkpoints/ttt-mlp-1.3b-base/modeling_ttt.py | Configuration | 72.2 KB | — |
| checkpoints/ttt-mlp-1.3b-base/special_tokens_map.json | Configuration | 461 B | — |
| checkpoints/ttt-mlp-760m-base/config.json | Configuration | 876 B | — |
| checkpoints/ttt-mlp-760m-base/generation_config.json | Configuration | 255 B | — |
| checkpoints/ttt-mlp-760m-base/modeling_ttt.py | Configuration | 72.2 KB | — |
| checkpoints/ttt-mlp-760m-base/special_tokens_map.json | Configuration | 461 B | — |
| dashboard/package-lock.json | Configuration | 193.7 KB | — |
| dashboard/package.json | Configuration | 796 B | — |
| dashboard/public/assets/learning/index.json | Configuration | 27.3 KB | — |
| dashboard/public/assets/observatory/index.json | Configuration | 24.6 KB | — |
| dashboard/public/assets/observatory/runs/base_dryrun.json | Configuration | 15.2 KB | — |
| dashboard/public/assets/observatory/runs/dream_step100_w0.json | Configuration | 26.3 KB | — |
| dashboard/public/assets/observatory/runs/dream_step100_w0_conditioned.json | Configuration | 17.0 KB | — |
| dashboard/public/assets/observatory/runs/final_step250_seed0_ceiling_single.json | Configuration | 19.3 KB | — |
| dashboard/public/assets/observatory/runs/final_step250_seed0_exclude.json | Configuration | 195.0 KB | — |
| dashboard/public/assets/observatory/runs/final_step250_seed0_include.json | Configuration | 91.3 KB | — |
| dashboard/public/assets/observatory/runs/final_step250_seed1_include.json | Configuration | 162.0 KB | — |
| dashboard/public/assets/observatory/runs/final_step250_seed2_include.json | Configuration | 211.0 KB | — |
| dashboard/public/assets/observatory/runs/sleep_controls_step100_all40.json | Configuration | 37.9 KB | — |
| dashboard/public/assets/observatory/runs/sleep_controls_step100_w0_40.json | Configuration | 38.0 KB | — |
| dashboard/public/assets/observatory/runs/sleep_controls_step100_w0_40_all.json | Configuration | 13.9 KB | — |
| dashboard/public/assets/observatory/runs/sleep_controls_step50.json | Configuration | 68.7 KB | — |
| dashboard/public/assets/observatory/runs/study_step100_w0.json | Configuration | 37.1 KB | — |
| dashboard/public/assets/observatory/runs/study_step100_w0_plw1.json | Configuration | 13.9 KB | — |
| dashboard/public/assets/observatory/runs/sweep_step100_lr1e-4_s10_r0.8_b5.json | Configuration | 13.4 KB | — |
| dashboard/public/assets/observatory/runs/sweep_step100_lr1e-4_s20_r0.8_b5.json | Configuration | 13.3 KB | — |
| dashboard/public/assets/observatory/runs/sweep_step100_lr3e-5_s10_r0.5_b2.json | Configuration | 14.3 KB | — |
| dashboard/public/assets/observatory/runs/sweep_step100_lr3e-5_s20_r0.8_b5.json | Configuration | 13.8 KB | — |
| dashboard/public/assets/observatory/runs/sweep_step100_lr3e-5_s40_r0.8_b5.json | Configuration | 13.7 KB | — |
| dashboard/public/assets/observatory/sessions/dream_step100_w0.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/dream_step100_w0_conditioned.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/final_step250_seed0_exclude.json | Configuration | 177.4 KB | — |
| dashboard/public/assets/observatory/sessions/final_step250_seed0_include.json | Configuration | 177.4 KB | — |
| dashboard/public/assets/observatory/sessions/final_step250_seed1_include.json | Configuration | 171.5 KB | — |
| dashboard/public/assets/observatory/sessions/final_step250_seed2_include.json | Configuration | 169.5 KB | — |
| dashboard/public/assets/observatory/sessions/sleep_controls_step100_all40.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sleep_controls_step100_w0_40.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sleep_controls_step100_w0_40_all.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sleep_controls_step50.json | Configuration | 47.6 KB | — |
| dashboard/public/assets/observatory/sessions/study_step100_w0.json | Configuration | 265.2 KB | — |
| dashboard/public/assets/observatory/sessions/study_step100_w0_plw1.json | Configuration | 265.2 KB | — |
| dashboard/public/assets/observatory/sessions/sweep_step100_lr1e-4_s10_r0.8_b5.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sweep_step100_lr1e-4_s20_r0.8_b5.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sweep_step100_lr3e-5_s10_r0.5_b2.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sweep_step100_lr3e-5_s20_r0.8_b5.json | Configuration | 47.3 KB | — |
| dashboard/public/assets/observatory/sessions/sweep_step100_lr3e-5_s40_r0.8_b5.json | Configuration | 47.3 KB | — |
| dashboard/tsconfig.json | Configuration | 627 B | — |
| dashboard/tsconfig.node.json | Configuration | 213 B | — |
| deploy/huggingface/app.py | Configuration | 16.6 KB | — |
| deploy/huggingface/prepare.py | Configuration | 3.1 KB | — |
| deploy/huggingface/pretrained.py | Configuration | 5.4 KB | — |
| deploy/huggingface/test_space.py | Configuration | 27.8 KB | — |
| docs/research/probes/check_calibration_replay.py | Configuration | 8.2 KB | — |
| docs/research/probes/check_copy_memory_content.py | Configuration | 7.1 KB | — |
| docs/research/probes/check_plastic_coordinates.py | Configuration | 7.1 KB | — |
| docs/research/probes/plastic_coordinates_cpu_results.json | Configuration | 980 B | — |
| docs/research/results/chat-eval-2026-09-23/step250_t0.3.json | Configuration | 14.1 KB | — |
| docs/research/results/chat-eval-2026-09-23/step250_t0.5.json | Configuration | 14.0 KB | — |
| docs/research/results/chat-eval-2026-09-23/step250_t0.7.json | Configuration | 14.3 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/coords_only.json | Configuration | 14.0 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/decay_only.json | Configuration | 14.0 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/delta_baseline.json | Configuration | 12.0 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/fixed_z.json | Configuration | 13.9 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/full.json | Configuration | 13.9 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/manifest.json | Configuration | 759 B | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/no_fast.json | Configuration | 12.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-all/no_meta.json | Configuration | 14.0 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/coords_only.json | Configuration | 49.8 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/decay_only.json | Configuration | 49.7 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/delta_baseline.json | Configuration | 45.1 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/fixed_z.json | Configuration | 50.0 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/full.json | Configuration | 49.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/manifest-v5.json | Configuration | 837 B | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/manifest.json | Configuration | 857 B | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/no_fast.json | Configuration | 45.3 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-eta10/no_meta.json | Configuration | 46.9 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/coords_only.json | Configuration | 14.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/decay_only.json | Configuration | 14.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/delta_baseline.json | Configuration | 12.2 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/fixed_z.json | Configuration | 14.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/full.json | Configuration | 14.5 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/manifest.json | Configuration | 797 B | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/no_fast.json | Configuration | 12.9 KB | — |
| docs/research/results/contract-2026-09-23/coordinate-ablation-post/no_meta.json | Configuration | 14.6 KB | — |
| docs/research/results/contract-2026-09-23/phys_mps_3k/continued.json | Configuration | 6.9 KB | — |
| docs/research/results/contract-2026-09-23/phys_mps_3k/frozen.json | Configuration | 6.8 KB | — |
| docs/research/results/contract-2026-09-23/phys_mps_3k/in_context.json | Configuration | 7.0 KB | — |
| docs/research/results/contract-2026-09-23/phys_mps_3k/manifest.json | Configuration | 997 B | — |
| docs/research/results/learning-observatory/index.json | Configuration | 27.3 KB | — |
| docs/research/results/qwen-shock-2026-09-23/summary.json | Configuration | 57.7 KB | — |
| docs/research/results/sleep-2026-09-23/anchor_transfer_analysis_step250.json | Configuration | 63.4 KB | — |
| docs/research/results/sleep-2026-09-23/base_dryrun_anchor_report.json | Configuration | 12.1 KB | — |
| docs/research/results/sleep-2026-09-23/base_dryrun_distill_report.json | Configuration | 6.3 KB | — |
| docs/research/results/sleep-2026-09-23/base_dryrun_replay_report.json | Configuration | 5.8 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0/sleep_controls.json | Configuration | 26.4 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0/sleep_dream_report.json | Configuration | 26.7 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0_conditioned/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0_conditioned/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0_conditioned/sleep_controls.json | Configuration | 24.5 KB | — |
| docs/research/results/sleep-2026-09-23/dream_step100_w0_conditioned/sleep_dream_report.json | Configuration | 34.5 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_ceiling_single/sleep_controls.json | Configuration | 15.5 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_anchor_report.json | Configuration | 63.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_controls.json | Configuration | 190.6 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_distill_report.json | Configuration | 58.3 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_dream_report.json | Configuration | 65.1 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_replay_report.json | Configuration | 55.6 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_exclude/sleep_ungated_report.json | Configuration | 56.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sleep_controls.json | Configuration | 125.3 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sleep_distill_report.json | Configuration | 58.0 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sleep_dream_report.json | Configuration | 95.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed0_include/sleep_replay_report.json | Configuration | 56.4 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_anchor_report.json | Configuration | 69.3 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_controls.json | Configuration | 176.4 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_distill_report.json | Configuration | 83.1 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_dream_report.json | Configuration | 61.7 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_replay_report.json | Configuration | 78.1 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed1_include/sleep_ungated_report.json | Configuration | 77.5 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_anchor_report.json | Configuration | 69.5 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_controls.json | Configuration | 258.1 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_distill_report.json | Configuration | 79.0 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_dream_report.json | Configuration | 162.0 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_replay_report.json | Configuration | 77.9 KB | — |
| docs/research/results/sleep-2026-09-23/final_step250_seed2_include/sleep_ungated_report.json | Configuration | 77.8 KB | — |
| docs/research/results/sleep-2026-09-23/jev_grade_step250.json | Configuration | 564.5 KB | — |
| docs/research/results/sleep-2026-09-23/sleep_controls_step100_all40/sessions/rolled/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/sleep_controls_step100_all40/sessions/teach/meta.json | Configuration | 1.2 KB | — |
| docs/research/results/sleep-2026-09-23/sleep_controls_step100_all40/sleep_controls.json | Configuration | 31.1 KB | — |
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| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s10_r0.5_b2/sessions/teach/transactions.jsonl | Other | 130.5 KB | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s20_r0.8_b5/sessions/rolled/trace.jsonl | Other | 548 B | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s20_r0.8_b5/sessions/rolled/transactions.jsonl | Other | 33.2 KB | — |
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| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s20_r0.8_b5/sessions/teach/transactions.jsonl | Other | 130.5 KB | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s40_r0.8_b5/sessions/rolled/trace.jsonl | Other | 548 B | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s40_r0.8_b5/sessions/rolled/transactions.jsonl | Other | 33.2 KB | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s40_r0.8_b5/sessions/teach/trace.jsonl | Other | 2.3 KB | — |
| docs/research/results/sleep-2026-09-23/sweep_step100_lr3e-5_s40_r0.8_b5/sessions/teach/transactions.jsonl | Other | 130.5 KB | — |
| docs/research/results/text-rules-2026-09-23/contract_decorate_s0/log.txt | Other | 1.2 KB | — |
| docs/research/results/text-rules-2026-09-23/contract_decorate_s0_format_control/log.txt | Other | 1.1 KB | — |
| docs/research/results/text-rules-2026-09-23/contract_decorate_s0_inconsistent/log.txt | Other | 1.4 KB | — |
| docs/research/results/text-rules-2026-09-23/contract_decorate_s0_unstated/log.txt | Other | 1.7 KB | — |
| docs/research/results/text-rules-2026-09-23/contract_decorate_s0_verifier_v2/log.txt | Other | 1.5 KB | — |
| docs/research/results/text-rules-2026-09-24/archive_conditions_s0/log.txt | Other | 1.5 KB | — |
| docs/research/results/text-rules-2026-09-24/content_null_s0/log.txt | Other | 502 B | — |
| docs/research/results/text-rules-2026-09-24/full_coverage_s0/log.txt | Other | 1.8 KB | — |
| docs/research/results/text-rules-2026-09-24/full_coverage_s1/log.txt | Other | 1.8 KB | — |
| docs/research/results/text-rules-2026-09-24/full_coverage_s2/log.txt | Other | 1.8 KB | — |
| physics/train_log.jsonl | Other | 24.4 KB | — |
| pyproject.toml | Other | 1.1 KB | — |
| qwen/abliterated/chat_template.jinja | Other | 7.8 KB | — |
| qwen/base/chat_template.jinja | Other | 7.8 KB | — |
| scripts/hf_jobs/launch_sft.sh | Other | 1.4 KB | — |
| scripts/hf_jobs/launch_text.sh | Other | 1.3 KB | — |
| start.sh | Other | 1.8 KB | — |
| text/train_log.jsonl | Other | 117.2 KB | — |
| uv.lock | Other | 432.3 KB | — |
| .gitattributes | Repository | 2.5 KB | — |
| .python-version | Repository | 5 B | — |
| dashboard/.gitignore | Repository | 26 B | — |
| checkpoints/legacy/lm_1768702844/tokenizer.json | Tokenizer | 130.7 KB | — |
| checkpoints/legacy/lm_1768704113/tokenizer.json | Tokenizer | 130.7 KB | — |
| checkpoints/legacy/lm_1768709638/tokenizer.json | Tokenizer | 131.2 KB | — |
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| checkpoints/legacy/lm_1768822525/tokenizer.json | Tokenizer | 131.4 KB | — |
| checkpoints/legacy/sleep_1768715799/tokenizer.json | Tokenizer | 130.7 KB | — |
| checkpoints/lm_smoke_mps/tokenizer.json | Tokenizer | 550.0 KB | — |
| checkpoints/lm_smoke_mps2/tokenizer.json | Tokenizer | 550.0 KB | — |
| checkpoints/ttt-chat-step100/tokenizer.json | Tokenizer | 3.6 MB | — |
| checkpoints/ttt-chat-step100/tokenizer_config.json | Tokenizer | 424 B | — |
| checkpoints/ttt-chat-step50/tokenizer.json | Tokenizer | 3.6 MB | — |
| checkpoints/ttt-chat-step50/tokenizer_config.json | Tokenizer | 424 B | — |
| checkpoints/ttt-mlp-1.3b-base/tokenizer.json | Tokenizer | 3.6 MB | — |
| checkpoints/ttt-mlp-1.3b-base/tokenizer_config.json | Tokenizer | 1.0 KB | — |
| checkpoints/ttt-mlp-760m-base/tokenizer.json | Tokenizer | 3.6 MB | — |
| checkpoints/ttt-mlp-760m-base/tokenizer_config.json | Tokenizer | 1.0 KB | — |
| qwen/abliterated/merges.txt | Tokenizer | 3.4 MB | — |
| qwen/abliterated/tokenizer.json | Tokenizer | 12.8 MB | — |
| qwen/abliterated/tokenizer_config.json | Tokenizer | 16.7 KB | — |
| qwen/abliterated/vocab.json | Tokenizer | 6.7 MB | — |
| qwen/base/tokenizer.json | Tokenizer | 12.8 MB | — |
| qwen/base/tokenizer_config.json | Tokenizer | 16.7 KB | — |
| qwen/base/vocab.json | Tokenizer | 6.7 MB | — |
| tests/test_tokenizer.py | Tokenizer | 1.4 KB | — |
| text-chat/tokenizer.json | Tokenizer | 3.6 MB | — |
| text-chat/tokenizer_config.json | Tokenizer | 424 B | — |
| text/tokenizer.json | Tokenizer | 550.0 KB | — |
License and Download
- License
- other
- Access
- Access requested at publisher
- Download size
- 17.3 GB
Request access from David Montgomery
David Montgomery grants access through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 17.3 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About plastic
What license is plastic released under?
other, as its publisher declares it. Read the license text before commercial use.