hyperswitch-code-corpus-track-a / training_metrics.json
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{
"track": "A - Extended Pre-Training",
"repo_name": "hyperswitch",
"model": "/root/.cache/huggingface/hub/models--Qwen--Qwen2.5-Coder-3B/snapshots/09d9bc5d376b0cfa0100a0694ea7de7232525803",
"corpus_dir": "data/code_corpus_hyperswitch",
"extensions": [
".rs"
],
"corpus_files": 300,
"train_files": 270,
"val_files": 30,
"val_file_names": [
"crates__hyperswitch_connectors__src__connectors__gpayments.rs",
"crates__hyperswitch_connectors__src__connectors__zift.rs",
"crates__hyperswitch_connectors__src__connectors__archipel__transformers.rs",
"crates__hyperswitch_connectors__src__connectors__finix.rs",
"crates__hyperswitch_connectors__src__connectors__airwallex.rs",
"crates__hyperswitch_domain_models__src__payments__payment_intent.rs",
"crates__hyperswitch_connectors__src__connectors__signifyd__transformers__api.rs",
"crates__hyperswitch_connectors__src__connectors__juspaythreedsserver.rs",
"crates__common_utils__src__new_type.rs",
"crates__hyperswitch_connectors__src__connectors__worldline.rs",
"crates__euclid__src__dssa__graph.rs",
"crates__router__src__utils.rs",
"crates__hyperswitch_connectors__src__connectors__globepay.rs",
"crates__hyperswitch_connectors__src__connectors__wellsfargo.rs",
"crates__hyperswitch_connectors__src__connectors__thunes.rs",
"crates__storage_impl__src__merchant_connector_account.rs",
"crates__router__src__types__domain__user.rs",
"crates__hyperswitch_connectors__src__connectors__authipay.rs",
"crates__hyperswitch_connectors__src__connectors__payme__transformers.rs",
"crates__hyperswitch_connectors__src__connectors__powertranz.rs",
"crates__hyperswitch_domain_models__src__merchant_connector_account.rs",
"crates__analytics__src__query.rs",
"crates__hyperswitch_connectors__src__connectors__wise__transformers.rs",
"crates__hyperswitch_domain_models__src__router_data.rs",
"crates__hyperswitch_connectors__src__connectors__nordea.rs",
"crates__hyperswitch_connectors__src__connectors__netcetera.rs",
"crates__hyperswitch_domain_models__src__payment_method_data.rs",
"crates__hyperswitch_connectors__src__connectors__tokenex.rs",
"crates__hyperswitch_connectors__src__connectors__elavon__transformers.rs",
"crates__api_models__src__authentication.rs"
],
"block_size": 1536,
"sequence_curriculum": [
768,
1024,
1536
],
"train_chunks": 900,
"val_chunks": 160,
"epochs": 3.0,
"batch_size": 1,
"grad_accum_steps": 8,
"learning_rate": 0.001,
"lora_r": 16,
"baseline_perplexity": 2.2832,
"post_training_perplexity": 1.5429,
"perplexity_reduction": 0.7403,
"improvement_percent": 32.4233,
"training_loss": 0.5316,
"stage_summaries": [
{
"stage": 1,
"block_size": 768,
"epochs": 1.0,
"train_chunks": 900,
"val_chunks": 160,
"training_loss": 0.6801
},
{
"stage": 2,
"block_size": 1024,
"epochs": 1.0,
"train_chunks": 900,
"val_chunks": 160,
"training_loss": 0.514
},
{
"stage": 3,
"block_size": 1536,
"epochs": 1.0,
"train_chunks": 900,
"val_chunks": 160,
"training_loss": 0.4006
}
]
}