Finalize verified selective research backup; preserve medium 48k evaluations only
Browse files- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/EVAL_DONE.json +7 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.samples.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.samples.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.samples.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.samples.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.samples.json +0 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/summarize.log +35 -0
- iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/summary.json +35 -0
- machine-backups/research-backup-20260924/RESTORE.md +30 -0
- machine-backups/research-backup-20260924/existing-checkpoint-recovery.json +639 -0
- machine-backups/research-backup-20260924/selective-verification.json +280 -0
iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/EVAL_DONE.json
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{
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"step": 48000,
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"reference_dtype": "float32",
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"sampling": "supplied-level0-untruncated",
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"concurrent_training": true,
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"resource_provenance": "/home/ishank/mstok-results/medium-step48000-eval-20260921-v1/provenance.json"
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}
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.log
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/home/ishank/miniconda3/envs/mstok/lib/python3.11/site-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
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warnings.warn(
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VQVAE, Total parameter count: 223.75M
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VQVAE, Non embedding parameter count: 204.34M
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NCP Transformer, Total parameter count: 326.16M
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NCP Transformer, Non embedding parameter count: 325.75M
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[loss weighting] level_loss_alpha=1.0 | per-level loss share (%): L1=6.7, L2=6.7, L3=6.7, L4=6.7, L5=6.7, L6=6.7, L7=6.7, L8=6.7, L9=6.7, L10=6.7, L11=6.7, L12=6.7, L13=6.7, L14=6.7, L15=6.7
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{
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"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
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"checkpoint_step": 48000,
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"codec": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/vqvae.pt",
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"reference_model": "gpt2-large",
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"reference_dtype": "float32",
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"tf32_allowed": false,
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"protocol": {
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"sampling": "random",
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"temperature": 1.0,
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"top_k": 0,
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"top_p": 1.0,
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"n_provided_levels": 1,
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"n_levels": 16,
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"document_aware_validation_sampling": true
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},
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"seed": 0,
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"requested_samples": 128,
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| 28 |
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"scored_samples": 128,
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| 29 |
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"skipped_empty_samples": 0,
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"scored_tokens": 32150,
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"mean_ppl": 112.63772675864081,
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| 32 |
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"median_ppl": 108.31465911865234,
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| 33 |
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"mean_entropy_nats": 4.439787824822545
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}
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| 35 |
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{"peak_allocated_gib": 4.059506893157959, "peak_reserved_gib": 4.318359375, "allocator_limit_gib": 7}
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-0.samples.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.log
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/home/ishank/miniconda3/envs/mstok/lib/python3.11/site-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
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warnings.warn(
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VQVAE, Total parameter count: 223.75M
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VQVAE, Non embedding parameter count: 204.34M
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NCP Transformer, Total parameter count: 326.16M
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NCP Transformer, Non embedding parameter count: 325.75M
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[loss weighting] level_loss_alpha=1.0 | per-level loss share (%): L1=6.7, L2=6.7, L3=6.7, L4=6.7, L5=6.7, L6=6.7, L7=6.7, L8=6.7, L9=6.7, L10=6.7, L11=6.7, L12=6.7, L13=6.7, L14=6.7, L15=6.7
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{
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"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
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"checkpoint_step": 48000,
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"codec": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/vqvae.pt",
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"reference_model": "gpt2-large",
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"reference_dtype": "float32",
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"tf32_allowed": false,
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"protocol": {
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"sampling": "random",
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"temperature": 1.0,
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"top_k": 0,
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"top_p": 1.0,
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| 22 |
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"n_provided_levels": 1,
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"n_levels": 16,
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"document_aware_validation_sampling": true
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| 25 |
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},
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| 26 |
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"seed": 1,
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| 27 |
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"requested_samples": 128,
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| 28 |
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"scored_samples": 128,
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| 29 |
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"skipped_empty_samples": 0,
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| 30 |
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"scored_tokens": 32179,
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| 31 |
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"mean_ppl": 108.44918444179727,
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| 32 |
+
"median_ppl": 104.42164611816406,
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| 33 |
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"mean_entropy_nats": 4.445515914129259
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| 34 |
+
}
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| 35 |
+
{"peak_allocated_gib": 4.059506893157959, "peak_reserved_gib": 4.298828125, "allocator_limit_gib": 7}
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-1.samples.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.log
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/home/ishank/miniconda3/envs/mstok/lib/python3.11/site-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
|
| 2 |
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warnings.warn(
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| 3 |
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VQVAE, Total parameter count: 223.75M
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| 4 |
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VQVAE, Non embedding parameter count: 204.34M
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| 5 |
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NCP Transformer, Total parameter count: 326.16M
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| 6 |
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NCP Transformer, Non embedding parameter count: 325.75M
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| 7 |
+
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+
[loss weighting] level_loss_alpha=1.0 | per-level loss share (%): L1=6.7, L2=6.7, L3=6.7, L4=6.7, L5=6.7, L6=6.7, L7=6.7, L8=6.7, L9=6.7, L10=6.7, L11=6.7, L12=6.7, L13=6.7, L14=6.7, L15=6.7
|
| 9 |
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| 10 |
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{
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| 11 |
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"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
|
| 12 |
+
"checkpoint_step": 48000,
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| 13 |
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"codec": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/vqvae.pt",
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| 14 |
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"reference_model": "gpt2-large",
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| 15 |
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"reference_dtype": "float32",
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| 16 |
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"tf32_allowed": false,
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| 17 |
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"protocol": {
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| 18 |
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"sampling": "random",
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| 19 |
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"temperature": 1.0,
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| 20 |
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"top_k": 0,
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| 21 |
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"top_p": 1.0,
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| 22 |
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"n_provided_levels": 1,
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| 23 |
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"n_levels": 16,
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| 24 |
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"document_aware_validation_sampling": true
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| 25 |
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},
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| 26 |
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"seed": 2,
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| 27 |
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"requested_samples": 128,
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| 28 |
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"scored_samples": 128,
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| 29 |
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"skipped_empty_samples": 0,
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| 30 |
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"scored_tokens": 32177,
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| 31 |
+
"mean_ppl": 106.91927324613334,
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| 32 |
+
"median_ppl": 109.19255065917969,
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| 33 |
+
"mean_entropy_nats": 4.432680800193479
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| 34 |
+
}
|
| 35 |
+
{"peak_allocated_gib": 4.056677341461182, "peak_reserved_gib": 4.298828125, "allocator_limit_gib": 7}
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-2.samples.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.log
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/home/ishank/miniconda3/envs/mstok/lib/python3.11/site-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
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warnings.warn(
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VQVAE, Total parameter count: 223.75M
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VQVAE, Non embedding parameter count: 204.34M
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NCP Transformer, Total parameter count: 326.16M
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NCP Transformer, Non embedding parameter count: 325.75M
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[loss weighting] level_loss_alpha=1.0 | per-level loss share (%): L1=6.7, L2=6.7, L3=6.7, L4=6.7, L5=6.7, L6=6.7, L7=6.7, L8=6.7, L9=6.7, L10=6.7, L11=6.7, L12=6.7, L13=6.7, L14=6.7, L15=6.7
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| 9 |
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{
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| 11 |
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"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
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| 12 |
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"checkpoint_step": 48000,
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| 13 |
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"codec": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/vqvae.pt",
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| 14 |
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"reference_model": "gpt2-large",
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| 15 |
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"reference_dtype": "float32",
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| 16 |
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"tf32_allowed": false,
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| 17 |
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"protocol": {
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| 18 |
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"sampling": "random",
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| 19 |
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"temperature": 1.0,
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| 20 |
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"top_k": 0,
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| 21 |
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"top_p": 1.0,
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| 22 |
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"n_provided_levels": 1,
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| 23 |
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"n_levels": 16,
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| 24 |
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"document_aware_validation_sampling": true
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},
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"seed": 3,
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| 27 |
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"requested_samples": 128,
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| 28 |
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"scored_samples": 128,
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| 29 |
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"skipped_empty_samples": 0,
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| 30 |
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"scored_tokens": 32181,
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| 31 |
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"mean_ppl": 97.55996558251708,
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| 32 |
+
"median_ppl": 92.8282241821289,
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| 33 |
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"mean_entropy_nats": 4.420494904499611
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| 34 |
+
}
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| 35 |
+
{"peak_allocated_gib": 4.058176040649414, "peak_reserved_gib": 4.298828125, "allocator_limit_gib": 7}
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-3.samples.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.json
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iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.log
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|
| 1 |
+
/home/ishank/miniconda3/envs/mstok/lib/python3.11/site-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
|
| 2 |
+
warnings.warn(
|
| 3 |
+
VQVAE, Total parameter count: 223.75M
|
| 4 |
+
VQVAE, Non embedding parameter count: 204.34M
|
| 5 |
+
NCP Transformer, Total parameter count: 326.16M
|
| 6 |
+
NCP Transformer, Non embedding parameter count: 325.75M
|
| 7 |
+
|
| 8 |
+
[loss weighting] level_loss_alpha=1.0 | per-level loss share (%): L1=6.7, L2=6.7, L3=6.7, L4=6.7, L5=6.7, L6=6.7, L7=6.7, L8=6.7, L9=6.7, L10=6.7, L11=6.7, L12=6.7, L13=6.7, L14=6.7, L15=6.7
|
| 9 |
+
|
| 10 |
+
{
|
| 11 |
+
"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
|
| 12 |
+
"checkpoint_step": 48000,
|
| 13 |
+
"codec": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/vqvae.pt",
|
| 14 |
+
"reference_model": "gpt2-large",
|
| 15 |
+
"reference_dtype": "float32",
|
| 16 |
+
"tf32_allowed": false,
|
| 17 |
+
"protocol": {
|
| 18 |
+
"sampling": "random",
|
| 19 |
+
"temperature": 1.0,
|
| 20 |
+
"top_k": 0,
|
| 21 |
+
"top_p": 1.0,
|
| 22 |
+
"n_provided_levels": 1,
|
| 23 |
+
"n_levels": 16,
|
| 24 |
+
"document_aware_validation_sampling": true
|
| 25 |
+
},
|
| 26 |
+
"seed": 4,
|
| 27 |
+
"requested_samples": 128,
|
| 28 |
+
"scored_samples": 128,
|
| 29 |
+
"skipped_empty_samples": 0,
|
| 30 |
+
"scored_tokens": 32228,
|
| 31 |
+
"mean_ppl": 103.73831122305413,
|
| 32 |
+
"median_ppl": 101.20304870605469,
|
| 33 |
+
"mean_entropy_nats": 4.430307723970115
|
| 34 |
+
}
|
| 35 |
+
{"peak_allocated_gib": 4.059506893157959, "peak_reserved_gib": 4.318359375, "allocator_limit_gib": 7}
|
iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/random-seed-4.samples.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/summarize.log
ADDED
|
@@ -0,0 +1,35 @@
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"protocol": {
|
| 3 |
+
"sampling": "random",
|
| 4 |
+
"temperature": 1.0,
|
| 5 |
+
"top_k": 0,
|
| 6 |
+
"top_p": 1.0,
|
| 7 |
+
"n_provided_levels": 1,
|
| 8 |
+
"n_levels": 16,
|
| 9 |
+
"document_aware_validation_sampling": true
|
| 10 |
+
},
|
| 11 |
+
"reference_model": "gpt2-large",
|
| 12 |
+
"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
|
| 13 |
+
"checkpoint_step": 48000,
|
| 14 |
+
"seeds": [
|
| 15 |
+
0,
|
| 16 |
+
1,
|
| 17 |
+
2,
|
| 18 |
+
3,
|
| 19 |
+
4
|
| 20 |
+
],
|
| 21 |
+
"samples_per_seed": 128,
|
| 22 |
+
"total_scored_samples": 640,
|
| 23 |
+
"total_scored_tokens": 160915,
|
| 24 |
+
"per_seed_mean_ppl": {
|
| 25 |
+
"0": 112.63772675864081,
|
| 26 |
+
"1": 108.44918444179727,
|
| 27 |
+
"2": 106.91927324613334,
|
| 28 |
+
"3": 97.55996558251708,
|
| 29 |
+
"4": 103.73831122305413
|
| 30 |
+
},
|
| 31 |
+
"mean_gen_ppl": 105.86089225042852,
|
| 32 |
+
"gen_ppl_se": 2.5214643217333013,
|
| 33 |
+
"mean_of_seed_median_ppl": 103.19202575683593,
|
| 34 |
+
"mean_entropy_nats": 4.4337574335230014
|
| 35 |
+
}
|
iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/summary.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"protocol": {
|
| 3 |
+
"sampling": "random",
|
| 4 |
+
"temperature": 1.0,
|
| 5 |
+
"top_k": 0,
|
| 6 |
+
"top_p": 1.0,
|
| 7 |
+
"n_provided_levels": 1,
|
| 8 |
+
"n_levels": 16,
|
| 9 |
+
"document_aware_validation_sampling": true
|
| 10 |
+
},
|
| 11 |
+
"reference_model": "gpt2-large",
|
| 12 |
+
"checkpoint": "/home/ishank/mstok-results/iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/exports/step-48000/ncp.pt",
|
| 13 |
+
"checkpoint_step": 48000,
|
| 14 |
+
"seeds": [
|
| 15 |
+
0,
|
| 16 |
+
1,
|
| 17 |
+
2,
|
| 18 |
+
3,
|
| 19 |
+
4
|
| 20 |
+
],
|
| 21 |
+
"samples_per_seed": 128,
|
| 22 |
+
"total_scored_samples": 640,
|
| 23 |
+
"total_scored_tokens": 160915,
|
| 24 |
+
"per_seed_mean_ppl": {
|
| 25 |
+
"0": 112.63772675864081,
|
| 26 |
+
"1": 108.44918444179727,
|
| 27 |
+
"2": 106.91927324613334,
|
| 28 |
+
"3": 97.55996558251708,
|
| 29 |
+
"4": 103.73831122305413
|
| 30 |
+
},
|
| 31 |
+
"mean_gen_ppl": 105.86089225042852,
|
| 32 |
+
"gen_ppl_se": 2.5214643217333013,
|
| 33 |
+
"mean_of_seed_median_ppl": 103.19202575683593,
|
| 34 |
+
"mean_entropy_nats": 4.4337574335230014
|
| 35 |
+
}
|
machine-backups/research-backup-20260924/RESTORE.md
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
| 1 |
+
# Selective research backup — 2026-09-24
|
| 2 |
+
|
| 3 |
+
Repository: `iskhare/iclr-debug`; prefix: `machine-backups/research-backup-20260924`.
|
| 4 |
+
|
| 5 |
+
The user requested important/better-performing checkpoints, with evaluations only
|
| 6 |
+
for poorer intermediate checkpoints. NO additional checkpoint weights were uploaded.
|
| 7 |
+
Existing remote checkpoints were not deleted. Medium 26k and 34,333, the 300k XSum
|
| 8 |
+
pretrained pair, and final XSum runs remain available at their original HF paths.
|
| 9 |
+
Selected reference paths and SHA256s appear in `selective-verification.json`.
|
| 10 |
+
|
| 11 |
+
`source-records.tar.gz` contains all four code working trees, including uncommitted
|
| 12 |
+
matched-XSum implementation/configs/tests, frozen run source snapshots, evaluation
|
| 13 |
+
records (including medium 48k), predictions, qualification reports, and text logs.
|
| 14 |
+
Extract into a NEW EMPTY directory: its paths are relative to `/home/ishank`.
|
| 15 |
+
`source-inventory.json` lists each member's SHA256 and credential redactions.
|
| 16 |
+
`git-and-environment.json` records checkout commits, dirty state/diffs, and pip freeze.
|
| 17 |
+
`existing-checkpoint-recovery.json` maps locally inventoried preserved weights to
|
| 18 |
+
remote paths; download and verify their SHA256 before restoring.
|
| 19 |
+
|
| 20 |
+
Medium 48k evaluation files are also directly under
|
| 21 |
+
`iclr-debug-medium-speed-full-decay-20260918-v1/decoder-mstok/evaluation/step-48000/`.
|
| 22 |
+
Its checkpoint weights were deliberately NOT uploaded in this operation.
|
| 23 |
+
|
| 24 |
+
The full source archive was downloaded back and hash-verified; all archive members
|
| 25 |
+
were individually verified; existing checkpoint hashes/sizes were checked against
|
| 26 |
+
remote LFS metadata and prior backup records. This preserves the selected research
|
| 27 |
+
artifacts, NOT an entire machine image. Downloaded datasets, installed environments,
|
| 28 |
+
caches, credentials, git object databases, binary W&B telemetry, and non-selected
|
| 29 |
+
checkpoint weights are excluded. Dataset preparation code/provenance is retained.
|
| 30 |
+
The earlier exhaustive backup plan was canceled and must not be treated as completed.
|
machine-backups/research-backup-20260924/existing-checkpoint-recovery.json
ADDED
|
@@ -0,0 +1,639 @@
|
|
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