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Add TGPT checkpoint

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  1. README.md +10 -3
  2. checkpoint_12400/_CHECKPOINT_METADATA +1 -1
  3. checkpoint_12400/d/2d89ef0048f18700998acbb648e6f1d8 +0 -0
  4. checkpoint_12400/manifest.ocdbt +0 -0
  5. checkpoint_12400/ocdbt.process_0/d/060233ff410195943560a0f1bb1c73da +0 -0
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  31. checkpoint_12400/ocdbt.process_0/d/c889a8ec4e0173cfeed448141f3950d5 +0 -0
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  36. checkpoint_12400/ocdbt.process_0/d/f9d46c614adcc52591546ad7b3b3064e +0 -0
  37. checkpoint_12400/ocdbt.process_0/manifest.ocdbt +0 -0
  38. meta.json +24 -23
README.md CHANGED
@@ -1,4 +1,11 @@
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- # TGPT (Time-series GPT)
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- - This repo contains a TGPT checkpoint (Flax).
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- - Files: `meta.json` (config + normalization stats), `checkpoint_*` (weights).
 
 
 
 
 
 
 
 
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+ # TGPT (Time-series GPT) checkpoint
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+ - **L**: 200
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+ - **D**: 2
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+ - **H_train**: 400
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+ - **Params**: 7,586
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+ - **Out mode**: mse
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+
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+ This repo contains:
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+ - `meta.json`: config + normalization stats
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+ - `checkpoint_*` or `params.msgpack`: weights
checkpoint_12400/_CHECKPOINT_METADATA CHANGED
@@ -1 +1 @@
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- {"item_handlers": "orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler", "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1757806674851254523, "commit_timestamp_nsecs": 1757806675124764144, "custom_metadata": {}}
 
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+ {"item_handlers": "orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler", "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1758118983616768411, "commit_timestamp_nsecs": 1758118983935177157, "custom_metadata": {}}
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meta.json CHANGED
@@ -1,43 +1,44 @@
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  {
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- "L": 192,
3
- "D": 2,
4
- "H_train": 48,
5
- "mu": [
6
- [
7
- 0.0031246175058186054,
8
- -0.0010856603039428592
9
- ]
10
- ],
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- "sd": [
12
- [
13
- 0.7212767004966736,
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- 0.4130724370479584
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- ]
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- ],
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  "tsgpt_config": {
 
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  "Din": 2,
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  "Dout": 2,
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- "d_model": 256,
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- "n_heads": 8,
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  "depth": 2,
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- "\u03b2": 0.5,
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  "predict_delta": true,
25
  "seasonal_lag": null,
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  "out_mode": "mse",
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  "time_embed_dim": 64,
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  "use_learned_pos": false,
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- "max_len": 248,
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  "dropout": 0.0,
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  "isocoder": {
32
  "num_layers": 2,
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- "num_heads": 8,
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  "causal": true,
35
  "rope_axes": [
36
  0
37
  ],
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- "\u03b2": 0.5
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  }
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  },
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- "out_mode": "mse",
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- "param_count": 1595906
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
 
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  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "tsgpt_config": {
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+ "name": "tsgpt",
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  "Din": 2,
5
  "Dout": 2,
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+ "d_model": 16,
7
+ "n_heads": 1,
8
  "depth": 2,
9
+ "\u03b2": 0.1,
10
  "predict_delta": true,
11
  "seasonal_lag": null,
12
  "out_mode": "mse",
13
  "time_embed_dim": 64,
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  "use_learned_pos": false,
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+ "max_len": 608,
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  "dropout": 0.0,
17
  "isocoder": {
18
  "num_layers": 2,
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+ "num_heads": 1,
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  "causal": true,
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  "rope_axes": [
22
  0
23
  ],
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+ "\u03b2": 0.1
25
  }
26
  },
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+ "L": 200,
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+ "D": 2,
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+ "H_train": 400,
30
+ "mu": [
31
+ [
32
+ 0.0020621856674551964,
33
+ 0.0015625476371496916
34
+ ]
35
+ ],
36
+ "sd": [
37
+ [
38
+ 0.7210898995399475,
39
+ 0.41234421730041504
40
+ ]
41
+ ],
42
+ "param_count": 7586,
43
+ "out_mode": "mse"
44
  }