Delete model

model/config.yaml

@@ -1,805 +0,0 @@
-run_name: multitask_train
-seed: 6198
-epoch: null
-dry_run: false
-model:
-  d_model: 2048
-  n_heads: 16
-  n_kv_heads: null
-  qkv_bias: false
-  clip_qkv: null
-  n_layers: 16
-  mlp_ratio: 1
-  mlp_hidden_size: null
-  activation_type: swiglu
-  block_type: moe
-  block_group_size: 1
-  alibi: false
-  alibi_bias_max: 8.0
-  rope: true
-  rope_full_precision: true
-  rope_theta: 10000.0
-  rope_impl: llama
-  vision_backbone:
-    image_model_type: openai
-    image_default_input_size:
-    - 336
-    - 336
-    image_patch_size: 14
-    image_pos_patch_size: 14
-    image_emb_dim: 1024
-    image_num_heads: 16
-    image_num_key_value_heads: 16
-    image_num_layers: 23
-    image_head_dim: 64
-    image_mlp_dim: 4096
-    image_mlp_activations: quick_gelu
-    image_dropout_rate: 0.0
-    image_num_pos: 577
-    image_norm_eps: 1.0e-05
-    attention_dropout: 0.0
-    residual_dropout: 0.0
-    initializer_range: 0.02
-    fsdp_wrap: false
-    resize_mode: default
-  vit_load_path: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/mm-olmo/pretrained_image_encoders/vit-l-14-336.pt
-  llm_load_path: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/mm-olmo/olmoe/model.safetensors
-  low_cpu_fsdp: true
-  attention_type: sdpa
-  float32_attention: true
-  attention_dropout: 0.0
-  response_attention_dropout: 0.0
-  multi_query_attention: null
-  attention_layer_norm: true
-  residual_dropout: 0.1
-  response_residual_dropout: 0.0
-  embedding_dropout: 0.0
-  layer_norm_type: rms
-  layer_norm_with_affine: true
-  layer_norm_eps: 1.0e-05
-  attention_layer_norm_with_affine: true
-  max_sequence_length: 4096
-  max_position_embeddings: 32768
-  include_bias: false
-  bias_for_layer_norm: false
-  scale_logits: false
-  vocab_size: 50280
-  embedding_size: 50304
-  additional_vocab_size: 128
-  new_embedding_init_range: 0.02
-  weight_tying: false
-  pad_token_id: 1
-  init_device: meta
-  init_fn: normal
-  init_std: 0.02
-  init_cutoff_factor: 3.0
-  norm_after: false
-  precision: amp_bf16
-  moe_num_experts: 64
-  moe_top_k: 8
-  moe_mlp_impl: sparse
-  moe_log_expert_assignment: false
-  moe_shared_expert: false
-  moe_lbl_in_fp32: false
-  moe_interleave: false
-  moe_loss_weight: 0.0
-  moe_zloss_weight: 0.0
-  moe_dropless: true
-  moe_capacity_factor: 1.25
-  max_crops: 12
-  crop_mode: overlap-and-resize-c2
-  do_random_scale: false
-  use_col_tokens: true
-  prompt_type: uber_model
-  system_prompt_kind: demo_or_style
-  message_formatting: role
-  always_start_with_space: true
-  prompt_override: null
-  default_inference_len: 65
-  overlap_margins:
-  - 4
-  - 4
-  image_padding_embed: pad_and_partial_pad
-  vit_layers:
-  - -2
-  - -9
-  image_pooling_h: 2
-  image_pooling_w: 2
-  image_pooling_2d: attention_meanq
-  image_projector: mlp
-  image_feature_dropout: 0.0
-  use_cls_feature: false
-  fix_image_input_idx: 2
-  unconditioned: false
-  pad_to: null
-  initializer_range: 0.02
-  pad_tokenizer: false
-  normalize_input_embeds: false
-  use_position_ids: true
-  query_pre_attn_scalar: 224
-  attn_logit_softcapping: null
-  final_logit_softcapping: null
-  head_dim: null
-  tokenizer:
-    identifier: mm:hf-allenai/OLMoE-1B-7B-0924
-    truncate_direction: right
-    tokenizer_adds_space: false
-    tokenizer_dir: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/mm-olmo/tokenizer
-    olmo_bos_token_id: 50279
-    olmo_eos_token_id: 50279
-  loss_token_weighting: root_subsegments
-  gin_bindings: null
-ft_llm: true
-ft_vit: true
-ft_connector: true
-ft_embedding: lm_head
-optimizer:
-  name: adamw
-  learning_rate: 0.0001
-  weight_decay: 0.01
-  betas:
-  - 0.9
-  - 0.95
-  eps: 1.0e-05
-  connector_learning_rate: 5.0e-06
-  vit_learning_rate: 5.0e-06
-  llm_learning_rate: 2.0e-05
-  connector_weight_decay: 0.0
-  vit_weight_decay: 0.0
-  llm_weight_decay: 0.0
-  connector_betas:
-  - 0.9
-  - 0.95
-  vit_betas:
-  - 0.9
-  - 0.95
-  llm_betas:
-  - 0.9
-  - 0.95
-  connector_eps: 1.0e-06
-  vit_eps: 1.0e-06
-  llm_eps: 1.0e-06
-  no_decay_norm_and_bias: null
-  decay_norm_and_bias: false
-  decay_embeddings: false
-  metrics_log_interval: 20
-scheduler:
-  name: multimodal
-  units: steps
-  t_warmup: 100
-  t_max: null
-  alpha_f: 0.1
-  connector_t_warmup: 200
-  vit_t_warmup: 200
-  llm_t_warmup: 200
-  grad_clip_warmup_steps: null
-  grad_clip_warmup_factor: null
-  warmup_min_lr: 0.0
-data:
-  multi_modal: true
-  mixture_or_task_name: null
-  paths: null
-  datasets: null
-  label_mask_paths: null
-  pad_direction: right
-  generate_attention_mask: false
-  num_workers: 0
-  drop_last: true
-  pin_memory: false
-  prefetch_factor: null
-  persistent_workers: false
-  timeout: 0
-  seed: null
-  instance_filter: null
-  mixture:
-    user_qa: 3.772204620047811
-    cockatoo_712k_sept6: 3.161736404536387
-    synthetic_qa_v3_as_user_qa: 5.70612401246295
-    point_qa: 2.359934962952852
-    coco_2014_vqa_multi: 3.067124765028162
-    text_vqa: 1.982948627824974
-    okvqa: 1.011810438733119
-    chart_qa_weighted: 1.793272988041348
-    doc_qa: 2.1176584276768065
-    info_qa: 1.6495950748744952
-    ai2_diagram_v2_mix_transparent: 1.307415575130731
-    a_okvqa_mc: 1.3921930323623322
-    a_okvqa_da: 1.3921930323623322
-    android_control: 2.91381420538637
-    science_qa_img: 0.8405938747465043
-    tabwmp_da: 1.618754903035765
-    st_qa: 1.6871928539865735
-    tally_qa: 3.8873680368227395
-    clocks: 5.330044888030191
-    scifi_charts_qa: 5.152496802868815
-    scifi_table_qa: 3.251519607143135
-    scifi_document_qa: 4.024928615904329
-    scifi_diagram_qa: 1.9394919410872649
-    dv_qa: 1.0660089776060382
-    figure_qa: 1.0660089776060382
-    plot_qa: 1.507564353741936
-    pointing: 8.963869696866821
-    pointing_high_freq: 5.438911590336815
-    fast_flickr_count_qa_pointing: 3.0972187127963617
-    point_count: 8.963869696866821
-    point_count_high_freq: 5.438911590336815
-    fast_flickr_count_qa_point_count: 3.0972187127963617
-  sequence_length: 2304
-  shuffle: true
-  for_inference: false
-  split: train
-  use_memory_cache: false
-  num_epochs: null
-  shuffle_buffer_size: 200
-  per_node_data_loader: null
-restore_dataloader: true
-fast_forward_batches: null
-evaluators: []
-eval_interval: 2000
-inf_eval_interval: 2000
-inf_evaluators:
-- label: chart_qa
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: chart_qa
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: scifi_relaxed_correctness,relaxed_correctness,em
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: info_qa
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: info_qa
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: true
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: null
-    shuffle_buffer_size: 200
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: 8
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ansl,em
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: doc_qa
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: doc_qa
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: true
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: null
-    shuffle_buffer_size: 200
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: 8
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ansl,em
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: a_okvqa_da
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: a_okvqa_da
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: a_okvqa_score
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: ai2_diagram
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: ai2_diagram_v2_mix_transparent
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: mc_ai2d_opaque,mc_ai2d_transparent
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: clocks
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: clocks
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: true
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: null
-    shuffle_buffer_size: 200
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: 8
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ''
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: true
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: android_control_ll
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: android_control_ll
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: validation
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 12
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ''
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: false
-    android_eval: true
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: pointing_test
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: pointing_test
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: test
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 384
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ''
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: false
-    refexp_eval: false
-    pointing: true
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-- label: countbench_qa
-  type: multi_modal
-  data:
-    multi_modal: true
-    mixture_or_task_name: countbench_qa
-    paths: null
-    datasets: null
-    label_mask_paths: null
-    pad_direction: right
-    generate_attention_mask: false
-    num_workers: 0
-    drop_last: false
-    pin_memory: false
-    prefetch_factor: null
-    persistent_workers: false
-    timeout: 0
-    seed: null
-    instance_filter: null
-    mixture: null
-    sequence_length: 1792
-    shuffle: false
-    for_inference: true
-    split: huggingface
-    use_memory_cache: false
-    num_epochs: 1
-    shuffle_buffer_size: 1000
-    per_node_data_loader: null
-  device_eval_batch_size: null
-  subset_num_batches: -1
-  max_new_tokens: 384
-  mm_evaluator:
-    cider: ''
-    num_wandb_examples: 32
-    ptb_tokenizer: false
-    save_html: 0
-    save_predictions: null
-    named_entity_eval: false
-    save_tokens: false
-    vqa_eval: ''
-    n_to_log: 0
-    mme_eval: false
-    mmbench_eval: false
-    sugar_crepe_eval: false
-    pointing_eval: false
-    count_eval: false
-    point_count_eval: true
-    refexp_eval: false
-    pointing: false
-    android_eval: false
-    clock_eval: false
-    gpt_eval: null
-  save_dir: null
-  save_to_checkpoint_dir: false
-  eval_name: null
-  skip_if_metrics_cached: true
-save_folder: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/chrisc/cockatoo/models/uber-model-v11/olmoe-5520-3.2-synthetic
-remote_save_folder: null
-canceled_check_interval: 50
-save_interval: 4000
-save_interval_unsharded: 30000
-save_interval_ephemeral: null
-save_num_checkpoints_to_keep: 1
-save_num_unsharded_checkpoints_to_keep: -1
-save_overwrite: true
-force_save_unsharded: false
-no_pre_train_checkpoint: true
-initial_model_checkpoint: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/mm-olmoe/runs/mm-olmoe-22k-8gpus/step22300-unsharded
-load_model_config: null
-load_path: null
-load_path_sharded_checkpointer: null
-reset_optimizer_state: false
-reset_trainer_state: false
-save_dataloader_state: false
-reset_dataloader_state: false
-sharded_checkpointer: torch_legacy
-new_style_checkpoints: null
-max_duration: 30000
-global_train_batch_size: 256
-device_train_batch_size: 4
-device_train_microbatch_size: 2
-device_eval_batch_size: 4
-eval_subset_num_batches: 8
-eval_on_load: false
-device_inf_eval_batch_size: 4
-inf_eval_subset_num_batches: -1
-device_train_grad_accum: 2
-max_grad_norm: 1.0
-batch_divisor: global_batch
-max_grad_norm_ratio: null
-precision: amp_bf16
-wandb:
-  project: cockatoo
-  entity: prior-ai2
-  group: uber-model-v11
-  name: olmoe-5520-3.2-synthetic
-  tags:
-  - watching
-  log_artifacts: false
-  rank_zero_only: true
-  log_interval: 20
-speed_monitor:
-  window_size: 20
-  gpu_flops_available: null
-console_log_interval: 20
-gen1_gc_interval: 1
-compile: null
-fsdp:
-  use_orig_params: true
-  sharding_strategy: FULL_SHARD
-  wrapping_strategy: by_block_and_size
-  precision: float
-  hybrid_sharding_num_model_replicas: null
-softmax_auxiliary_loss: true
-softmax_auxiliary_loss_scale: 0.0001
-time_limit: null
-extra_steps_after_cancel: 10
-early_stopping_factor: null
-save_data_indices: true
-python_profiling: false
-torch_profiling: false
-stop_at: 30000
-stop_after: null
-activation_checkpointing: one_in_two
-fused_loss: null
-tfds_dir: /mnt/data/zhangkaidong/lizihang/weka/oe-training-default/mm-olmo/tensorflow_datasets

model/model.pt

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