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65536_390Mp_300Bt

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  1. config.yaml +465 -0
  2. data-indices/rank0.tsv.gz +3 -0
  3. data-indices/rank100.tsv.gz +3 -0
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  17. data-indices/rank136.tsv.gz +3 -0
  18. data-indices/rank139.tsv.gz +3 -0
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  30. data-indices/rank164.tsv.gz +3 -0
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  32. data-indices/rank170.tsv.gz +3 -0
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  34. data-indices/rank179.tsv.gz +3 -0
  35. data-indices/rank183.tsv.gz +3 -0
  36. data-indices/rank185.tsv.gz +3 -0
  37. data-indices/rank187.tsv.gz +3 -0
  38. data-indices/rank19.tsv.gz +3 -0
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  42. data-indices/rank198.tsv.gz +3 -0
  43. data-indices/rank202.tsv.gz +3 -0
  44. data-indices/rank206.tsv.gz +3 -0
  45. data-indices/rank21.tsv.gz +3 -0
  46. data-indices/rank210.tsv.gz +3 -0
  47. data-indices/rank216.tsv.gz +3 -0
  48. data-indices/rank219.tsv.gz +3 -0
  49. data-indices/rank221.tsv.gz +3 -0
  50. data-indices/rank222.tsv.gz +3 -0
config.yaml ADDED
@@ -0,0 +1,465 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ run_name: floatlm_390M_300B
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+ seed: 6198
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+ epoch: null
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+ dry_run: false
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+ model:
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+ d_model: 1024
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+ n_heads: 16
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+ n_kv_heads: null
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+ clip_qkv: null
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+ n_layers: 24
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+ mlp_ratio: 4
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+ mlp_hidden_size: 5120
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+ activation_type: swiglu
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+ block_type: sequential
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+ block_group_size: 1
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+ alibi: false
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+ alibi_bias_max: 8.0
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+ rope: true
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+ rope_full_precision: true
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+ rope_theta: 10000
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+ flash_attention: false
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+ attention_dropout: 0.0
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+ multi_query_attention: false
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+ attention_layer_norm: false
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+ residual_dropout: 0.0
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+ embedding_dropout: 0.0
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+ embedding_layer_norm: false
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+ layer_norm_type: rms
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+ layer_norm_with_affine: true
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+ layer_norm_eps: 1.0e-05
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+ attention_layer_norm_with_affine: false
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+ max_sequence_length: 2048
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+ include_bias: false
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+ bias_for_layer_norm: false
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+ scale_logits: false
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+ vocab_size: 50277
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+ embedding_size: 50304
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+ weight_tying: false
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+ eos_token_id: 50277
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+ pad_token_id: 1
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+ init_device: meta
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+ init_fn: mitchell
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+ init_std: 0.02
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+ init_cutoff_factor: null
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+ precision: amp_bf16
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+ scale_emb_init: false
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+ emb_init_std: null
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+ norm_after: false
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+ linear_type: floatlm
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+ num_trilm_matrix_scales: 0
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+ optimizer:
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+ name: adamw
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+ learning_rate: 0.0003
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+ weight_decay: 0.1
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+ betas:
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+ - 0.9
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+ - 0.95
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+ eps: 1.0e-05
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+ no_decay_norm_and_bias: null
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+ selective_updates: false
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+ decay_norm_and_bias: false
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+ decay_embeddings: false
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+ metrics_log_interval: 10
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+ record_update_metrics: false
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+ scheduler:
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+ name: cosine_with_warmup
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+ units: steps
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+ t_warmup: 375
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+ t_max: null
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+ alpha_f: 0.1
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+ grad_clip_warmup_steps: null
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+ grad_clip_warmup_factor: null
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+ warmup_min_lr: null
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+ remove_weight_decay_in_second_half: false
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+ data:
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+ paths:
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+ - ../slimp/train/all_combined/combined_1/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_1/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamabook_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamac4_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_10.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_11.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_12.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_13.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_14.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_15.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_3.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_4.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_5.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_6.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_7.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_8.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamacommoncrawl_9.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamagithub_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamagithub_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamastackexchange_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_2/redpajamawikipedia_2.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_3/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_3/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_3/redpajamawikipedia_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_4/redpajamaarxiv_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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+ - ../slimp/train/all_combined/combined_4/redpajamabook_1.jsonl.gz.tokenized.spectra.out.npy/0_00000.npy
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