| run_name: mitchish1 | |
| seed: 6198 | |
| epoch: null | |
| dry_run: false | |
| model: | |
| d_model: 2048 | |
| n_heads: 16 | |
| n_kv_heads: null | |
| clip_qkv: 8.0 | |
| n_layers: 16 | |
| mlp_ratio: 8 | |
| mlp_hidden_size: null | |
| activation_type: swiglu | |
| block_type: sequential | |
| block_group_size: 1 | |
| alibi: false | |
| alibi_bias_max: 8.0 | |
| rope: true | |
| rope_full_precision: true | |
| flash_attention: true | |
| attention_dropout: 0.0 | |
| multi_query_attention: null | |
| attention_layer_norm: false | |
| residual_dropout: 0.0 | |
| embedding_dropout: 0.0 | |
| layer_norm_type: default | |
| layer_norm_with_affine: false | |
| attention_layer_norm_with_affine: false | |
| max_sequence_length: 4096 | |
| include_bias: false | |
| bias_for_layer_norm: false | |
| scale_logits: false | |
| vocab_size: 50280 | |
| embedding_size: 50304 | |
| weight_tying: false | |
| eos_token_id: 0 | |
| pad_token_id: 1 | |
| init_device: meta | |
| init_fn: mitchell | |
| init_std: 0.02 | |
| init_cutoff_factor: null | |
| precision: amp_bf16 | |
| optimizer: | |
| name: adamw | |
| learning_rate: 0.0004 | |
| weight_decay: 0.1 | |
| betas: | |
| - 0.9 | |
| - 0.95 | |
| no_decay_norm_and_bias: null | |
| decay_norm_and_bias: true | |
| decay_embeddings: true | |
| metrics_log_interval: 10 | |
| scheduler: | |
| name: cosine_with_warmup | |
| units: tokens | |
| t_warmup: 10485760000 | |
| t_max: 3000000000000.0 | |
| alpha_f: 0.1 | |
| grad_clip_warmup_steps: 2097152000 | |
| grad_clip_warmup_factor: 5.0 | |
| data: | |
| paths: | |
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| - s3://ai2-llm/preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-084-00000.npy | |
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| - s3://ai2-llm/preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-086-00000.npy | |
| - s3://ai2-llm/preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-087-00000.npy | |
| - s3://ai2-llm/preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-088-00000.npy | |
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| - s3://ai2-llm/eval-data/perplexity/v3_small_gptneox20b/c4_en/val/part-0-00000.npy | |
| dolma_books-validation: | |
| - s3://ai2-llm/eval-data/perplexity/v3_small_gptneox20b/dolma_books/val/part-0-00000.npy | |
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| dolma_pes2o-validation: | |
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| dolma_reddit-validation: | |
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| dolma_stack-validation: | |
| - s3://ai2-llm/eval-data/perplexity/v3_small_gptneox20b/dolma_stack/val/part-0-00000.npy | |
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| - s3://ai2-llm/eval-data/perplexity/v3_small_gptneox20b/ice/val/part-0-00000.npy | |
| m2d2_s2orc-validation: | |
| - s3://ai2-llm/eval-data/perplexity/v3_small_gptneox20b/m2d2_s2orc/val/part-0-00000.npy | |
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| truncate_direction: right | |
| save_folder: /data/niklas/llm/checkpoints/23485/ | |
| remote_save_folder: s3://ai2-llm/checkpoints/OLMo-small/mitchish1 | |
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| precision: amp_bf16 | |
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| project: olmo-small | |
| entity: ai2-llm | |
| group: mitchish1 | |
| name: mitchish1 | |
| tags: | |
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