| { |
| "architectures": [ |
| "NemotronH_Nano_VL_V2" |
| ], |
| "auto_map": { |
| "AutoConfig": "configuration.NemotronH_Nano_VL_V2_Config", |
| "AutoModel": "modeling.NemotronH_Nano_VL_V2", |
| "AutoModelForCausalLM": "modeling.NemotronH_Nano_VL_V2" |
| }, |
| "downsample_ratio": 0.5, |
| "eos_token_id": 12, |
| "force_image_size": 512, |
| "image_tag_type": "internvl", |
| "img_context_token": "<image>", |
| "img_context_token_id": 131072, |
| "img_end_token": "</img>", |
| "img_start_token": "<img>", |
| "llm_config": { |
| "architectures": [ |
| "NemotronHForCausalLM" |
| ], |
| "attention_bias": false, |
| "attention_dropout": 0.0, |
| "attention_head_dim": 128, |
| "auto_map": { |
| "AutoConfig": "nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base--configuration_nemotron_h.NemotronHConfig", |
| "AutoModelForCausalLM": "nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base--modeling_nemotron_h.NemotronHForCausalLM" |
| }, |
| "chunk_size": 128, |
| "conv_kernel": 4, |
| "eos_token_id": 12, |
| "expand": 2, |
| "head_dim": 128, |
| "hidden_dropout": 0.0, |
| "hidden_size": 5120, |
| "hybrid_override_pattern": "M-M-M-M*-M-M-M-M*-M-M-M-M*-M-M-M-M*-M-M-M-M*-M-M-M-M*-M-M-M-M-", |
| "initializer_range": 0.02, |
| "intermediate_size": 20480, |
| "layer_norm_epsilon": 1e-05, |
| "mamba_head_dim": 80, |
| "mamba_hidden_act": "silu", |
| "mamba_num_heads": 128, |
| "mamba_proj_bias": false, |
| "max_position_embeddings": 131072, |
| "mlp_bias": false, |
| "mlp_hidden_act": "relu2", |
| "model_type": "nemotron_h", |
| "n_groups": 8, |
| "num_attention_heads": 40, |
| "num_hidden_layers": 62, |
| "num_key_value_heads": 8, |
| "num_logits_to_keep": 1, |
| "rescale_prenorm_residual": true, |
| "residual_in_fp32": false, |
| "rms_norm_eps": 1e-05, |
| "sliding_window": null, |
| "ssm_state_size": 128, |
| "time_step_floor": 0.0001, |
| "time_step_max": 0.1, |
| "time_step_min": 0.001, |
| "time_step_rank": 256, |
| "torch_dtype": "bfloat16", |
| "use_bias": false, |
| "use_cache": true, |
| "use_conv_bias": true, |
| "use_mamba_kernels": true, |
| "vocab_size": 132096 |
| }, |
| "max_sequence_length": 131072, |
| "model_type": "NemotronH_Nano_VL_V2", |
| "norm_mean": [ |
| 0.48145466, |
| 0.4578275, |
| 0.40821073 |
| ], |
| "norm_std": [ |
| 0.26862954, |
| 0.26130258, |
| 0.27577711 |
| ], |
| "patch_size": 16, |
| "projector_hidden_size": 20480, |
| "ps_version": "v2", |
| "template": "n5h_5p5_nanov2", |
| "torch_dtype": "bfloat16", |
| "transformers_version": "4.53.3", |
| "use_thumbnail": true, |
| "video_context_token": "<video>", |
| "video_context_token_id": 131081, |
| "video_pruning_rate": 0.7, |
| "vision_config": { |
| "adaptor_configs": {}, |
| "adaptor_names": null, |
| "architectures": [ |
| "RADIOModel" |
| ], |
| "args": { |
| "aa": null, |
| "amp": true, |
| "amp_dtype": "bfloat16", |
| "amp_impl": "native", |
| "aug_repeats": 0, |
| "aug_splits": 0, |
| "bn_eps": null, |
| "bn_momentum": null, |
| "cache_dir": null, |
| "channels_last": false, |
| "checkpoint_hist": 10, |
| "chk_keep_forever": 100, |
| "class_map": "", |
| "clip_grad": null, |
| "clip_mode": "norm", |
| "cls_token_per_teacher": true, |
| "coco_annotations_file": "/datasets/coco2017-adlsa/annotations/captions_val2017.json", |
| "coco_image_dir": "/datasets/coco2017-adlsa/val2017", |
| "color_jitter": 0.4, |
| "cooldown_epochs": 0, |
| "cpe_max_size": 2048, |
| "crd_loss": false, |
| "crd_loss_weight": 0.8, |
| "crop_pct": null, |
| "cutmix": 0.0, |
| "cutmix_minmax": null, |
| "dataset_download": false, |
| "debug_full_knn": false, |
| "decay_epochs": 90, |
| "decay_milestones": [ |
| 90, |
| 180, |
| 270 |
| ], |
| "decay_rate": 0.1, |
| "depchain": true, |
| "dist_bn": "reduce", |
| "dist_norm_weight": 0.0, |
| "distributed": true, |
| "drop": 0.0, |
| "drop_block": null, |
| "drop_connect": null, |
| "drop_path": null, |
| "dtype": "bfloat16", |
| "epoch_repeats": 0.0, |
| "eval": false, |
| "eval_metric": "knn_top1", |
| "eval_teacher": false, |
| "eval_teacher_only": false, |
| "eval_throughput": false, |
| "fast_norm": false, |
| "fd_loss_fn": "MSE", |
| "feature_normalization": "SHIP_NORM", |
| "feature_summarizer": "cls_token", |
| "feature_upscale_factor": null, |
| "force_new_wandb_id": false, |
| "force_spectral_reparam": true, |
| "freeze_bn": false, |
| "fsdp": false, |
| "fuser": "", |
| "gp": null, |
| "grad_accum_steps": 1, |
| "grad_checkpointing": false, |
| "head_init_bias": null, |
| "head_init_scale": null, |
| "head_warmup": 5, |
| "head_weight_decay": 0.001, |
| "hflip": 0.5, |
| "img_size": null, |
| "in_chans": null, |
| "initial_checkpoint": null, |
| "input_size": null, |
| "interpolation": "", |
| "layer_decay": null, |
| "local_rank": 0, |
| "log_interval": 50, |
| "log_mlflow": false, |
| "log_wandb": true, |
| "loss_auto_balance": false, |
| "lr_base": 0.1, |
| "lr_base_scale": "", |
| "lr_base_size": 256, |
| "lr_cycle_decay": 0.5, |
| "lr_cycle_limit": 1, |
| "lr_cycle_mul": 1.0, |
| "lr_k_decay": 1.0, |
| "lr_noise": null, |
| "lr_noise_pct": 0.67, |
| "lr_noise_std": 1.0, |
| "mean": null, |
| "mesa": false, |
| "min_lr": 0, |
| "mixup": 0.0, |
| "mixup_mode": "batch", |
| "mixup_off_epoch": 0, |
| "mixup_prob": 1.0, |
| "mixup_switch_prob": 0.5, |
| "mlp_hidden_size": 1520, |
| "mlp_num_inner": 3, |
| "mlp_version": "v2", |
| "model": "vit_huge_patch16_224", |
| "model_kwargs": {}, |
| "model_norm": false, |
| "momentum": 0.9, |
| "no_aug": false, |
| "no_ddp_bb": true, |
| "no_prefetcher": false, |
| "no_resume_opt": false, |
| "num_classes": null, |
| "opt_betas": null, |
| "opt_eps": null, |
| "patience_epochs": 10, |
| "pin_mem": false, |
| "prefetcher": true, |
| "pretrained": false, |
| "rank": 0, |
| "ratio": [ |
| 0.75, |
| 1.3333333333333333 |
| ], |
| "recount": 1, |
| "recovery_interval": 0, |
| "register_multiple": 16, |
| "remode": "pixel", |
| "reprob": 0.0, |
| "reset_loss_state": false, |
| "resplit": false, |
| "save_images": false, |
| "scale": [ |
| 0.5, |
| 1.0 |
| ], |
| "sched": "cosine", |
| "seed": 42, |
| "smoothing": 0.1, |
| "spectral_heads": false, |
| "spectral_reparam": false, |
| "split_bn": false, |
| "start_epoch": null, |
| "std": null, |
| "stream_teachers": true, |
| "sync_bn": false, |
| "synchronize_step": false, |
| "teachers": [ |
| { |
| "fd_normalize": false, |
| "feature_distillation": true, |
| "input_size": 378, |
| "model": "ViT-H-14-378-quickgelu", |
| "name": "clip", |
| "pretrained": "dfn5b", |
| "type": "open_clip", |
| "use_summary": true |
| }, |
| { |
| "fd_normalize": false, |
| "feature_distillation": true, |
| "input_size": 378, |
| "model": "ViT-SO400M-14-SigLIP-384", |
| "name": "siglip", |
| "pretrained": "webli", |
| "type": "open_clip", |
| "use_summary": true |
| }, |
| { |
| "fd_normalize": false, |
| "feature_distillation": true, |
| "input_size": 378, |
| "model": "dinov2_vitg14_reg", |
| "name": "dino_v2", |
| "type": "dino_v2", |
| "use_summary": true |
| }, |
| { |
| "fd_normalize": false, |
| "feature_distillation": true, |
| "input_size": 1024, |
| "model": "vit-h", |
| "name": "sam", |
| "type": "sam", |
| "use_summary": false |
| } |
| ], |
| "torchcompile": null, |
| "torchscript": false, |
| "train_interpolation": "random", |
| "train_split": "train", |
| "tta": 0, |
| "use_coco": false, |
| "use_multi_epochs_loader": false, |
| "val_ema_only": false, |
| "val_split": "val", |
| "vflip": 0.0, |
| "vitdet_version": 1, |
| "wandb_entity": "", |
| "wandb_job_type": "", |
| "wandb_name": "", |
| "wandb_project": "", |
| "warmup_lr": 1e-05, |
| "warmup_prefix": false, |
| "worker_seeding": "all", |
| "workers": 8, |
| "world_size": 256 |
| }, |
| "auto_map": { |
| "AutoConfig": "nvidia/C-RADIOv2-H--hf_model.RADIOConfig", |
| "AutoModel": "nvidia/C-RADIOv2-H--hf_model.RADIOModel" |
| }, |
| "feature_normalizer_config": null, |
| "inter_feature_normalizer_config": null, |
| "max_resolution": 2048, |
| "model_type": "", |
| "patch_size": 16, |
| "preferred_resolution": [ |
| 768, |
| 768 |
| ], |
| "torch_dtype": "bfloat16", |
| "use_flash_attn": false, |
| "version": "radio_v2.5-h", |
| "vitdet_window_size": null |
| }, |
| "vit_hidden_size": 1280, |
| "quantization_config": { |
| "config_groups": { |
| "group_0": { |
| "input_activations": { |
| "dynamic": false, |
| "num_bits": 8, |
| "type": "float" |
| }, |
| "weights": { |
| "dynamic": false, |
| "num_bits": 8, |
| "type": "float" |
| }, |
| "targets": [ |
| "Linear" |
| ] |
| } |
| }, |
| "ignore": [ |
| "model.layers.language_model.lm_head", |
| "model.layers.mlp1*", |
| "model.layers.*.conv1d*", |
| "model.layers.vision_model*", |
| "lm_head" |
| ], |
| "quant_algo": "FP8", |
| "producer": { |
| "name": "modelopt", |
| "version": "0.37.0.dev5+g76fb12d47.d20250905" |
| }, |
| "quant_method": "modelopt" |
| } |
| } |
|
|
