Instructions to use anhdao69/SimpleMemVLN-R2R-Window8-B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use anhdao69/SimpleMemVLN-R2R-Window8-B with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("anhdao69/SimpleMemVLN-R2R-Window8-B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download resolved_config.json from anhdao69/SimpleMemVLN-R2R-Window8-B: direct link, hf CLI and curl.
- Browser
- Download file 1.51 kB
-
https://huggingface.co/anhdao69/SimpleMemVLN-R2R-Window8-B/resolve/main/resolved_config.json
- Command line
-
hf download hf://anhdao69/SimpleMemVLN-R2R-Window8-B/resolved_config.json
-
curl -L -o resolved_config.json https://huggingface.co/anhdao69/SimpleMemVLN-R2R-Window8-B/resolve/main/resolved_config.json
1.51 kB
| { | |
| "model": { | |
| "backbone": "Qwen/Qwen3.5-4B", | |
| "revision": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a", | |
| "output_mode": "qwen_text" | |
| }, | |
| "observations": { | |
| "expected_rgb_shape": [ | |
| 480, | |
| 640, | |
| 3 | |
| ], | |
| "expected_visual_tokens": 300, | |
| "max_prefix_tokens": 512, | |
| "serializer_version": "vln_append_only_chat_v1", | |
| "max_step_group_tokens": 384, | |
| "append_action_tokens": true | |
| }, | |
| "memory": { | |
| "mode": "window8", | |
| "kv_window_steps_including_current": 8, | |
| "evict_before_new_step": true, | |
| "kv_guard_tokens": 4096 | |
| }, | |
| "training": { | |
| "use_cache": false, | |
| "microbatch_episodes_per_rank": 1, | |
| "nominal_episodes_per_update": 8, | |
| "gradient_accumulation_steps": 2, | |
| "model_max_length": 73728, | |
| "epochs": 3, | |
| "backbone_lr": 5e-06, | |
| "classifier_lr": 5e-06, | |
| "weight_decay": 0.01, | |
| "warmup_steps": 122, | |
| "seed": 429, | |
| "checkpoint_decoder_layers": true, | |
| "length_bucket_pool_episodes": 64, | |
| "tail_policy": "accelerate_repeat", | |
| "supervise_assistant_terminator": true, | |
| "expected_total_steps": 4059, | |
| "expected_warmup_steps": 122, | |
| "dataloader_num_workers": 4, | |
| "save_strategy": "epoch", | |
| "save_total_limit": null | |
| }, | |
| "runtime": { | |
| "text_attention": "simplememvln_step_attention", | |
| "vision_attention": "flash_attention_2", | |
| "vision_microbatch_images": 4, | |
| "max_logical_context_tokens": 262144 | |
| }, | |
| "generation": { | |
| "max_response_tokens_including_eos": 16, | |
| "fixed_separator": "\n" | |
| } | |
| } | |