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code-sprout-30m

Text Generation
PyTorch
code
experimental
html
javascript
python
typescript
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code-sprout-30m
File size: 1,297 Bytes
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{
  "status": "completed",
  "device": "NVIDIA GeForce RTX 3050 Laptop GPU",
  "parameters": 29676544,
  "config": {
    "vocab_size": 8192,
    "context": 512,
    "width": 512,
    "layers": 8,
    "heads": 8,
    "dropout": 0.1
  },
  "sequence": 256,
  "microbatch": 4,
  "accumulation": 4,
  "starting_step": 3079,
  "initial_validation_loss": {
    "html": 2.1982025305430093,
    "javascript": 4.3991193771362305,
    "python": 5.0872650146484375,
    "typescript": 3.6908501784006753
  },
  "wall_time_limit_seconds": 5960,
  "training_examples": "language marker prepended to every sampled context",
  "step": 6079,
  "tokens_processed": 24899584,
  "elapsed_seconds": 1683.8269999999902,
  "validation_loss": {
    "html": 0.3678888479868571,
    "javascript": 1.280820369720459,
    "python": 1.441411058108012,
    "typescript": 0.8401213685671488
  },
  "mean_validation_loss": 0.9825604110956192,
  "peak_vram_mb": 788.3,
  "run_tokens_per_second": 27652.3,
  "last_validation_loss": {
    "html": 0.4167328824599584,
    "javascript": 1.5458275477091472,
    "python": 1.8703549702962239,
    "typescript": 1.1160530249277751
  },
  "inference_checkpoint_step": 4324,
  "inference_tokens_processed": 17711104,
  "early_stopping": false
}