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metrics.json
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{
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"final_model": "small + GQA + RoPE",
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"main_repo": "lllezd/dl-course-hw13",
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"variant_repo": "lllezd/dl-course-hw13-small-gqa-rope",
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"eval_loss": 2.4694972038269043,
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"eval_perplexity": 11.816504064743178,
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"experiments": {
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"1_small_gqa_baseline": {
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"description": "small + GQA baseline",
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"val_loss": 2.565,
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"perplexity": 13.0
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},
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"2_small_gqa_rope": {
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"description": "small + GQA + RoPE",
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"val_loss": 2.4694972038269043,
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"perplexity": 11.816504064743178
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},
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"3_mini_mla_rope": {
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"description": "mini + MLA + RoPE",
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"val_loss": 2.7306,
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"perplexity": 15.34
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},
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"4_small_mla_rope": {
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"description": "small + MLA + RoPE",
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"val_loss": 2.4905,
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"perplexity": 12.07
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}
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},
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"config": {
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"n_layer": 12,
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"n_head": 12,
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"n_kv_head": 6,
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"hidden_dim": 768,
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"intermediate_dim": 2048,
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"dropout": 0.1,
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"vocab_size": 1024,
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"max_seq_len": 128,
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"use_rope": true,
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"rope_base": 10000.0,
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"attention_type": "gqa",
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"q_latent_dim": null,
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"kv_latent_dim": null
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},
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"created_at": "2026-05-22T10:01:36.637143Z"
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}
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