ASA-ASM-wikitext103-raw / metadata.json
Justin Brown
Add checkpoint + card (ASA_ASM_wt103-rawv1_gpt2_T1024_L21_D384_H8_K16_M32_ropek1_alibi1_gamma1_step75000_best.pt)
6084694 verified
{
"repo_id": "DigitalShogun/ASA-ASM-wikitext103-raw",
"exported_at_utc": "2026-01-25T14:38:05.116518+00:00",
"checkpoint_filename": "ASA_ASM_wt103-rawv1_gpt2_T1024_L21_D384_H8_K16_M32_ropek1_alibi1_gamma1_step75000_best.pt",
"checkpoint_sha256": "3ebad7be0e98fa7c50aa7cb6c5b709f0b4cf218b2a021a6f8aab21e5ecd94165",
"checkpoint_bytes": 680885861,
"github_repo": "https://github.com/digitaldaimyo/ASA",
"github_revision": "codex/implement-runnable-and-releasable-setup",
"train_config_in_ckpt": {
"dataset_name": "wikitext",
"dataset_config": "wikitext-103-raw-v1",
"tokenizer_name": "gpt2",
"max_seq_len": 1024,
"stride_frac_val": 0.5,
"seed": 1337,
"train_samples_target": 100000000,
"val_samples_target": 25000,
"batch_size": 32,
"learning_rate": 0.0003,
"weight_decay": 0.01,
"betas": [
0.9,
0.95
],
"grad_clip": 1.0,
"warmup_steps": 1000,
"total_steps": 75000,
"eval_interval": 1000,
"log_interval": 100,
"vocab_size": 50257,
"embed_dim": 384,
"num_layers": 21,
"num_heads": 8,
"num_slots": 16,
"mlp_ratio": 4.0,
"dropout": 0.1,
"tie_weights": true,
"read_temperature": 1.0,
"write_temperature": 1.0,
"slot_dropout": 0.05,
"state_fp32": true,
"normalize_k": false,
"use_abs_pos": false,
"use_rope_keys": true,
"rope_base": 10000.0,
"use_alibi_write": true,
"alibi_strength_init": 0.1,
"learn_alibi_strength": true,
"min_strength": 0.0,
"use_content_read": true,
"content_read_init": -4.0,
"content_read_max_gamma": 3.0,
"use_slotspace_refine": true,
"slotspace_dim": 32,
"slotspace_gate_init": -4.0,
"slotspace_dropout": 0.05,
"slotspace_signed_weights": true,
"use_rope_slotspace": true,
"rope_base_slotspace": 100000.0,
"write_chunk_size": 128,
"slotspace_chunk_size": 128,
"eval_max_batches": 150,
"analytics_last_k": 32,
"output_dir": "./drive/MyDrive/asm_outputs",
"tag": "asm_wikitext_1024t_384d_32sd_16s_35l",
"cache_dir": "./drive/MyDrive/asm_caches",
"val_windows_cache": "./drive/MyDrive/asm_nlp/val_cache_wikitext_windows_1024.pkl"
},
"ckpt_step_fields": {
"global_step": null,
"step": 75000,
"train_step": null,
"epoch": null
}
}