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Browse files- part2/scion/config.json +51 -0
- part2/scion/generations/0.json +0 -0
- part2/scion/generations/1851392.json +0 -0
- part2/scion/generations/2777088.json +0 -0
- part2/scion/generations/3702784.json +0 -0
- part2/scion/generations/4620288.json +0 -0
- part2/scion/generations/5545984.json +0 -0
- part2/scion/generations/6471680.json +0 -0
- part2/scion/generations/7397376.json +0 -0
- part2/scion/generations/8323072.json +0 -0
- part2/scion/generations/9238784.json +0 -0
- part2/scion/generations/925696.json +0 -0
- part2/scion/metrics.jsonl +67 -0
- part2/scion/model.pt +3 -0
part2/scion/config.json
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{
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"model": {
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"d_model": 512,
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"n_layers": 6,
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"n_heads": 8,
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"n_ctx": 256,
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"d_ff": 1536,
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"dropout": 0.0
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},
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"seed": 0,
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"data": {
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"name": "browndw/human-ai-parallel-corpus",
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"fractions": {
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"val": 0.05,
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"test": 0.05
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},
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"seed": 0,
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"limit": null
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},
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"tokenizer": {
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"file": "unigram-16k.json",
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"vocab_size": 16000
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},
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"train": {
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"batch_size": 32,
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"grad_clip": 0.0,
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"warmup_fraction": 0.05,
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"min_lr_ratio": 0.1,
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"eval_every_fraction": 0.1,
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"log_every": 20
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},
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"evaluate": {
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"batch_size": 64,
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"prompt_tokens": 128,
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"reference_tokens": 64
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},
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"wandb": {
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"enabled": true,
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"project": "anlp-assignment-2"
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},
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"name": "scion",
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"optimizer": {
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"name": "scion",
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"lr": 0.004,
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"sign_lr": 0.0008,
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"beta": 0.95,
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"sign_beta": 0.95,
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"weight_decay": 0.1,
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"grad_norm": 1.0
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}
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}
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part2/scion/generations/0.json
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part2/scion/generations/1851392.json
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part2/scion/generations/2777088.json
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part2/scion/generations/6471680.json
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part2/scion/generations/7397376.json
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part2/scion/generations/9238784.json
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part2/scion/generations/925696.json
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part2/scion/metrics.jsonl
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| 57 |
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{"step": 960, "tokens": 7864320, "kind": "train", "loss": 4.882231831550598, "aux_loss": 0.0, "lr_factor": 0.1539946893017382, "tokens_per_second": 15380.508149717047, "epoch": 0}
|
| 58 |
+
{"step": 980, "tokens": 8028160, "kind": "train", "loss": 4.890003633499146, "aux_loss": 0.0, "lr_factor": 0.14214854786097333, "tokens_per_second": 15385.881549662028, "epoch": 0}
|
| 59 |
+
{"step": 1000, "tokens": 8192000, "kind": "train", "loss": 4.891906309127807, "aux_loss": 0.0, "lr_factor": 0.13170470445475124, "tokens_per_second": 15321.398486010456, "epoch": 0}
|
| 60 |
+
{"step": 1016, "tokens": 8323072, "kind": "eval", "eval_seconds": 27.322156190872192, "val_loss": 4.900510599490682, "val_perplexity": 134.35836548649394, "dataset_fraction": 0.900883925849982, "test_bleu": 0.6689536149889149}
|
| 61 |
+
{"step": 1020, "tokens": 8355840, "kind": "train", "loss": 4.879666876792908, "aux_loss": 0.0, "lr_factor": 0.12269906769883077, "tokens_per_second": 3960.582540194513, "epoch": 0}
|
| 62 |
+
{"step": 1040, "tokens": 8519680, "kind": "train", "loss": 4.906302547454834, "aux_loss": 0.0, "lr_factor": 0.11516260128515528, "tokens_per_second": 15398.806981341622, "epoch": 0}
|
| 63 |
+
{"step": 1060, "tokens": 8683520, "kind": "train", "loss": 4.876235580444336, "aux_loss": 0.0, "lr_factor": 0.10912121752072734, "tokens_per_second": 15382.058075053286, "epoch": 0}
|
| 64 |
+
{"step": 1080, "tokens": 8847360, "kind": "train", "loss": 4.861716532707215, "aux_loss": 0.0, "lr_factor": 0.10459568823444292, "tokens_per_second": 15391.76580757248, "epoch": 0}
|
| 65 |
+
{"step": 1100, "tokens": 9011200, "kind": "train", "loss": 4.87034764289856, "aux_loss": 0.0, "lr_factor": 0.10160157335820881, "tokens_per_second": 15370.35117113596, "epoch": 0}
|
| 66 |
+
{"step": 1120, "tokens": 9175040, "kind": "train", "loss": 4.8377938032150265, "aux_loss": 0.0, "lr_factor": 0.10014916742790117, "tokens_per_second": 15272.751196609832, "epoch": 0}
|
| 67 |
+
{"step": 1128, "tokens": 9238784, "kind": "eval", "eval_seconds": 27.39917826652527, "val_loss": 4.867142322977541, "val_perplexity": 129.94903342120568, "dataset_fraction": 1.0, "test_bleu": 0.7066685081665655}
|
part2/scion/model.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a1ecb731b3c89c7163cc190838c0426e17858e2c9baf49ef8a88082b9165de69
|
| 3 |
+
size 147370362
|