Parameters—
Context—
Weights249.1 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- RyanYr/Qwen3-4B-spec-grpo-sealed
- Publisher
- Yurun Yuan
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 139851dc8f5ccd18df69f5b5cfd3ff77d5e3bf36
- First published
- 2026-09-18
- Last updated
- 2026-09-18
Files and Weights
176 files, 249.2 GB in total. The weights are 125 files totalling 249.1 GB in pt.
Weights125 files · 249.1 GB
Configuration25 files · 16.6 KB
Tokenizer20 files · 79.4 MB
Other5 files · 20.8 KB
Repository1 file · 1.9 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| global_step_12/actor/extra_state_world_size_8_rank_0.pt | Weights | 15.1 KB | 004892c68dd7 |
| global_step_12/actor/extra_state_world_size_8_rank_1.pt | Weights | 15.1 KB | f1e22ae0b994 |
| global_step_12/actor/extra_state_world_size_8_rank_2.pt | Weights | 15.1 KB | 41d2a5122b51 |
| global_step_12/actor/extra_state_world_size_8_rank_3.pt | Weights | 15.1 KB | c86d95edbd56 |
| global_step_12/actor/extra_state_world_size_8_rank_4.pt | Weights | 15.1 KB | 93c31db8c801 |
| global_step_12/actor/extra_state_world_size_8_rank_5.pt | Weights | 15.1 KB | 8422e94994c3 |
| global_step_12/actor/extra_state_world_size_8_rank_6.pt | Weights | 15.1 KB | eb04532bf7e6 |
| global_step_12/actor/extra_state_world_size_8_rank_7.pt | Weights | 15.1 KB | 1ebd18a35c4f |
| global_step_12/actor/model_world_size_8_rank_0.pt | Weights | 2.2 GB | 3ef977f1bc0c |
| global_step_12/actor/model_world_size_8_rank_1.pt | Weights | 2.2 GB | 8cd46d1d1118 |
| global_step_12/actor/model_world_size_8_rank_2.pt | Weights | 2.2 GB | 33341ed5232c |
| global_step_12/actor/model_world_size_8_rank_3.pt | Weights | 2.2 GB | b19734ce76b4 |
| global_step_12/actor/model_world_size_8_rank_4.pt | Weights | 2.2 GB | 9897418993d5 |
| global_step_12/actor/model_world_size_8_rank_5.pt | Weights | 2.2 GB | 7f206389e104 |
| global_step_12/actor/model_world_size_8_rank_6.pt | Weights | 2.2 GB | c2fdaf4d8fec |
| global_step_12/actor/model_world_size_8_rank_7.pt | Weights | 2.2 GB | 58e4aaa8e969 |
| global_step_12/actor/optim_world_size_8_rank_0.pt | Weights | 4.0 GB | 8dca867f6418 |
| global_step_12/actor/optim_world_size_8_rank_1.pt | Weights | 4.0 GB | 902da49f8f4e |
| global_step_12/actor/optim_world_size_8_rank_2.pt | Weights | 4.0 GB | 3b6db34901f8 |
| global_step_12/actor/optim_world_size_8_rank_3.pt | Weights | 4.0 GB | cac7696fd84a |
| global_step_12/actor/optim_world_size_8_rank_4.pt | Weights | 4.0 GB | ec774a43f26c |
| global_step_12/actor/optim_world_size_8_rank_5.pt | Weights | 4.0 GB | 8edb22099862 |
| global_step_12/actor/optim_world_size_8_rank_6.pt | Weights | 4.0 GB | e6b5357f5eaa |
| global_step_12/actor/optim_world_size_8_rank_7.pt | Weights | 4.0 GB | 9d105524bedd |
| global_step_12/data.pt | Weights | 1.9 KB | e43bb65e7a54 |
| global_step_15/actor/extra_state_world_size_8_rank_0.pt | Weights | 15.1 KB | 412baa62026f |
| global_step_15/actor/extra_state_world_size_8_rank_1.pt | Weights | 15.1 KB | 18eec1bd0ba8 |
| global_step_15/actor/extra_state_world_size_8_rank_2.pt | Weights | 15.1 KB | c0115a7e6670 |
| global_step_15/actor/extra_state_world_size_8_rank_3.pt | Weights | 15.1 KB | 1f2ca74739b6 |
| global_step_15/actor/extra_state_world_size_8_rank_4.pt | Weights | 15.1 KB | 714985f6791a |
| global_step_15/actor/extra_state_world_size_8_rank_5.pt | Weights | 15.1 KB | 0e69caafd077 |
| global_step_15/actor/extra_state_world_size_8_rank_6.pt | Weights | 15.1 KB | 96bab04baddd |
| global_step_15/actor/extra_state_world_size_8_rank_7.pt | Weights | 15.1 KB | 46bfa2ed40cb |
| global_step_15/actor/model_world_size_8_rank_0.pt | Weights | 2.2 GB | 4644cc56bebe |
| global_step_15/actor/model_world_size_8_rank_1.pt | Weights | 2.2 GB | 1ea85fa1941f |
| global_step_15/actor/model_world_size_8_rank_2.pt | Weights | 2.2 GB | c263bb179dc4 |
| global_step_15/actor/model_world_size_8_rank_3.pt | Weights | 2.2 GB | 7fd92ceb8986 |
| global_step_15/actor/model_world_size_8_rank_4.pt | Weights | 2.2 GB | a6419c15fb07 |
| global_step_15/actor/model_world_size_8_rank_5.pt | Weights | 2.2 GB | 491b8b08ad46 |
| global_step_15/actor/model_world_size_8_rank_6.pt | Weights | 2.2 GB | 6e04784458b0 |
| global_step_15/actor/model_world_size_8_rank_7.pt | Weights | 2.2 GB | d0a7a2ecde21 |
| global_step_15/actor/optim_world_size_8_rank_0.pt | Weights | 4.0 GB | 27605c41d8d4 |
| global_step_15/actor/optim_world_size_8_rank_1.pt | Weights | 4.0 GB | 7b72a5a4cf36 |
| global_step_15/actor/optim_world_size_8_rank_2.pt | Weights | 4.0 GB | c29f851002d2 |
| global_step_15/actor/optim_world_size_8_rank_3.pt | Weights | 4.0 GB | 95bcc5d8e88a |
| global_step_15/actor/optim_world_size_8_rank_4.pt | Weights | 4.0 GB | cc3e8c2ffaea |
| global_step_15/actor/optim_world_size_8_rank_5.pt | Weights | 4.0 GB | 9135ec92aef9 |
| global_step_15/actor/optim_world_size_8_rank_6.pt | Weights | 4.0 GB | 95ffcf450b53 |
| global_step_15/actor/optim_world_size_8_rank_7.pt | Weights | 4.0 GB | 4c4d42efb2e2 |
| global_step_15/data.pt | Weights | 1.9 KB | 12ffb057682a |
| global_step_3/actor/extra_state_world_size_8_rank_0.pt | Weights | 15.1 KB | f57e49b4aefc |
| global_step_3/actor/extra_state_world_size_8_rank_1.pt | Weights | 15.1 KB | 3af813273f17 |
| global_step_3/actor/extra_state_world_size_8_rank_2.pt | Weights | 15.1 KB | 4c56cd4381be |
| global_step_3/actor/extra_state_world_size_8_rank_3.pt | Weights | 15.1 KB | 23fe54a32aaa |
| global_step_3/actor/extra_state_world_size_8_rank_4.pt | Weights | 15.1 KB | e80633e2652f |
| global_step_3/actor/extra_state_world_size_8_rank_5.pt | Weights | 15.1 KB | d33b4cb6be0d |
| global_step_3/actor/extra_state_world_size_8_rank_6.pt | Weights | 15.1 KB | d56e948444b3 |
| global_step_3/actor/extra_state_world_size_8_rank_7.pt | Weights | 15.1 KB | bbd8b71437fe |
| global_step_3/actor/model_world_size_8_rank_0.pt | Weights | 2.2 GB | 8bb97f204b62 |
| global_step_3/actor/model_world_size_8_rank_1.pt | Weights | 2.2 GB | b3500ec80553 |
| global_step_3/actor/model_world_size_8_rank_2.pt | Weights | 2.2 GB | 50fcc468dfeb |
| global_step_3/actor/model_world_size_8_rank_3.pt | Weights | 2.2 GB | 31758c5a1046 |
| global_step_3/actor/model_world_size_8_rank_4.pt | Weights | 2.2 GB | 8a328a52751e |
| global_step_3/actor/model_world_size_8_rank_5.pt | Weights | 2.2 GB | ed481ca618a8 |
| global_step_3/actor/model_world_size_8_rank_6.pt | Weights | 2.2 GB | d05441ddc526 |
| global_step_3/actor/model_world_size_8_rank_7.pt | Weights | 2.2 GB | 1e8469f14b8e |
| global_step_3/actor/optim_world_size_8_rank_0.pt | Weights | 4.0 GB | 396a6afcee50 |
| global_step_3/actor/optim_world_size_8_rank_1.pt | Weights | 4.0 GB | 3803e5527fbd |
| global_step_3/actor/optim_world_size_8_rank_2.pt | Weights | 4.0 GB | 3bbe354798c8 |
| global_step_3/actor/optim_world_size_8_rank_3.pt | Weights | 4.0 GB | 142e922735c5 |
| global_step_3/actor/optim_world_size_8_rank_4.pt | Weights | 4.0 GB | fbfe7d9b1a37 |
| global_step_3/actor/optim_world_size_8_rank_5.pt | Weights | 4.0 GB | 5a6890197d7d |
| global_step_3/actor/optim_world_size_8_rank_6.pt | Weights | 4.0 GB | 48328cde0ec8 |
| global_step_3/actor/optim_world_size_8_rank_7.pt | Weights | 4.0 GB | a048e2c8596b |
| global_step_3/data.pt | Weights | 1.9 KB | b989a00b7b1a |
| global_step_6/actor/extra_state_world_size_8_rank_0.pt | Weights | 15.1 KB | 62c13c76a746 |
| global_step_6/actor/extra_state_world_size_8_rank_1.pt | Weights | 15.1 KB | 07f3f5bc279d |
| global_step_6/actor/extra_state_world_size_8_rank_2.pt | Weights | 15.1 KB | e1d563a8f013 |
| global_step_6/actor/extra_state_world_size_8_rank_3.pt | Weights | 15.1 KB | 5979caf9b805 |
| global_step_6/actor/extra_state_world_size_8_rank_4.pt | Weights | 15.1 KB | a88380fb718c |
| global_step_6/actor/extra_state_world_size_8_rank_5.pt | Weights | 15.1 KB | 66ecd98bb72a |
| global_step_6/actor/extra_state_world_size_8_rank_6.pt | Weights | 15.1 KB | 92cab6dc0923 |
| global_step_6/actor/extra_state_world_size_8_rank_7.pt | Weights | 15.1 KB | d908078d21ef |
| global_step_6/actor/model_world_size_8_rank_0.pt | Weights | 2.2 GB | 887be8f6a9e7 |
| global_step_6/actor/model_world_size_8_rank_1.pt | Weights | 2.2 GB | 58dd643aa8f0 |
| global_step_6/actor/model_world_size_8_rank_2.pt | Weights | 2.2 GB | c735e6ae0680 |
| global_step_6/actor/model_world_size_8_rank_3.pt | Weights | 2.2 GB | b09f835d3590 |
| global_step_6/actor/model_world_size_8_rank_4.pt | Weights | 2.2 GB | 2ff7cbf17b9d |
| global_step_6/actor/model_world_size_8_rank_5.pt | Weights | 2.2 GB | 4db79b2e362d |
| global_step_6/actor/model_world_size_8_rank_6.pt | Weights | 2.2 GB | e827fe2eedfd |
| global_step_6/actor/model_world_size_8_rank_7.pt | Weights | 2.2 GB | b98d082a7131 |
| global_step_6/actor/optim_world_size_8_rank_0.pt | Weights | 4.0 GB | ebdd840658ae |
| global_step_6/actor/optim_world_size_8_rank_1.pt | Weights | 4.0 GB | bca6df837cbd |
| global_step_6/actor/optim_world_size_8_rank_2.pt | Weights | 4.0 GB | 1a6efb065ded |
| global_step_6/actor/optim_world_size_8_rank_3.pt | Weights | 4.0 GB | cd1ac18e8adc |
| global_step_6/actor/optim_world_size_8_rank_4.pt | Weights | 4.0 GB | 089cf977a75d |
| global_step_6/actor/optim_world_size_8_rank_5.pt | Weights | 4.0 GB | f15d0e776d4e |
| global_step_6/actor/optim_world_size_8_rank_6.pt | Weights | 4.0 GB | cdb2bdbf8ddd |
| global_step_6/actor/optim_world_size_8_rank_7.pt | Weights | 4.0 GB | fa7ba24562bc |
| global_step_6/data.pt | Weights | 1.9 KB | 544018d5087f |
| global_step_9/actor/extra_state_world_size_8_rank_0.pt | Weights | 15.1 KB | 3fba7563033a |
| global_step_9/actor/extra_state_world_size_8_rank_1.pt | Weights | 15.1 KB | 078a04ab1ee6 |
| global_step_9/actor/extra_state_world_size_8_rank_2.pt | Weights | 15.1 KB | 40810951ebc7 |
| global_step_9/actor/extra_state_world_size_8_rank_3.pt | Weights | 15.1 KB | 0161efa51e56 |
| global_step_9/actor/extra_state_world_size_8_rank_4.pt | Weights | 15.1 KB | 7b6cc3212407 |
| global_step_9/actor/extra_state_world_size_8_rank_5.pt | Weights | 15.1 KB | 6d435789d632 |
| global_step_9/actor/extra_state_world_size_8_rank_6.pt | Weights | 15.1 KB | 8e2bf5407ec4 |
| global_step_9/actor/extra_state_world_size_8_rank_7.pt | Weights | 15.1 KB | 6ddc0d4a9780 |
| global_step_9/actor/model_world_size_8_rank_0.pt | Weights | 2.2 GB | 14bddb8aee68 |
| global_step_9/actor/model_world_size_8_rank_1.pt | Weights | 2.2 GB | ef1333cdf404 |
| global_step_9/actor/model_world_size_8_rank_2.pt | Weights | 2.2 GB | 8e9973637b3e |
| global_step_9/actor/model_world_size_8_rank_3.pt | Weights | 2.2 GB | ad36dea9a918 |
| global_step_9/actor/model_world_size_8_rank_4.pt | Weights | 2.2 GB | 554301192d98 |
| global_step_9/actor/model_world_size_8_rank_5.pt | Weights | 2.2 GB | 994f3ddef0bf |
| global_step_9/actor/model_world_size_8_rank_6.pt | Weights | 2.2 GB | d2ac6ee65821 |
| global_step_9/actor/model_world_size_8_rank_7.pt | Weights | 2.2 GB | f6056a46676e |
| global_step_9/actor/optim_world_size_8_rank_0.pt | Weights | 4.0 GB | 869b062b40f7 |
| global_step_9/actor/optim_world_size_8_rank_1.pt | Weights | 4.0 GB | 54db4cac64c0 |
| global_step_9/actor/optim_world_size_8_rank_2.pt | Weights | 4.0 GB | e3b955ebdad2 |
| global_step_9/actor/optim_world_size_8_rank_3.pt | Weights | 4.0 GB | 7b7503827f5f |
| global_step_9/actor/optim_world_size_8_rank_4.pt | Weights | 4.0 GB | 97ba5aa02ef7 |
| global_step_9/actor/optim_world_size_8_rank_5.pt | Weights | 4.0 GB | 494ba2c296c0 |
| global_step_9/actor/optim_world_size_8_rank_6.pt | Weights | 4.0 GB | 9650c533a20d |
| global_step_9/actor/optim_world_size_8_rank_7.pt | Weights | 4.0 GB | cecb25500586 |
| global_step_9/data.pt | Weights | 1.9 KB | eac806abf79c |
| global_step_12/actor/fsdp_config.json | Configuration | 46 B | — |
| global_step_12/actor/huggingface/added_tokens.json | Configuration | 991 B | — |
| global_step_12/actor/huggingface/config.json | Configuration | 1.5 KB | — |
| global_step_12/actor/huggingface/generation_config.json | Configuration | 214 B | — |
| global_step_12/actor/huggingface/special_tokens_map.json | Configuration | 539 B | — |
| global_step_15/actor/fsdp_config.json | Configuration | 46 B | — |
| global_step_15/actor/huggingface/added_tokens.json | Configuration | 991 B | — |
| global_step_15/actor/huggingface/config.json | Configuration | 1.5 KB | — |
| global_step_15/actor/huggingface/generation_config.json | Configuration | 214 B | — |
| global_step_15/actor/huggingface/special_tokens_map.json | Configuration | 539 B | — |
| global_step_3/actor/fsdp_config.json | Configuration | 46 B | — |
| global_step_3/actor/huggingface/added_tokens.json | Configuration | 991 B | — |
| global_step_3/actor/huggingface/config.json | Configuration | 1.5 KB | — |
| global_step_3/actor/huggingface/generation_config.json | Configuration | 214 B | — |
| global_step_3/actor/huggingface/special_tokens_map.json | Configuration | 539 B | — |
| global_step_6/actor/fsdp_config.json | Configuration | 46 B | — |
| global_step_6/actor/huggingface/added_tokens.json | Configuration | 991 B | — |
| global_step_6/actor/huggingface/config.json | Configuration | 1.5 KB | — |
| global_step_6/actor/huggingface/generation_config.json | Configuration | 214 B | — |
| global_step_6/actor/huggingface/special_tokens_map.json | Configuration | 539 B | — |
| global_step_9/actor/fsdp_config.json | Configuration | 46 B | — |
| global_step_9/actor/huggingface/added_tokens.json | Configuration | 991 B | — |
| global_step_9/actor/huggingface/config.json | Configuration | 1.5 KB | — |
| global_step_9/actor/huggingface/generation_config.json | Configuration | 214 B | — |
| global_step_9/actor/huggingface/special_tokens_map.json | Configuration | 539 B | — |
| global_step_12/actor/huggingface/chat_template.jinja | Other | 4.2 KB | — |
| global_step_15/actor/huggingface/chat_template.jinja | Other | 4.2 KB | — |
| global_step_3/actor/huggingface/chat_template.jinja | Other | 4.2 KB | — |
| global_step_6/actor/huggingface/chat_template.jinja | Other | 4.2 KB | — |
| global_step_9/actor/huggingface/chat_template.jinja | Other | 4.2 KB | — |
| .gitattributes | Repository | 1.9 KB | — |
| global_step_12/actor/huggingface/merges.txt | Tokenizer | 1.7 MB | — |
| global_step_12/actor/huggingface/tokenizer.json | Tokenizer | 11.4 MB | f8dc1725ce78 |
| global_step_12/actor/huggingface/tokenizer_config.json | Tokenizer | 7.4 KB | — |
| global_step_12/actor/huggingface/vocab.json | Tokenizer | 2.8 MB | — |
| global_step_15/actor/huggingface/merges.txt | Tokenizer | 1.7 MB | — |
| global_step_15/actor/huggingface/tokenizer.json | Tokenizer | 11.4 MB | f8dc1725ce78 |
| global_step_15/actor/huggingface/tokenizer_config.json | Tokenizer | 7.4 KB | — |
| global_step_15/actor/huggingface/vocab.json | Tokenizer | 2.8 MB | — |
| global_step_3/actor/huggingface/merges.txt | Tokenizer | 1.7 MB | — |
| global_step_3/actor/huggingface/tokenizer.json | Tokenizer | 11.4 MB | f8dc1725ce78 |
| global_step_3/actor/huggingface/tokenizer_config.json | Tokenizer | 7.4 KB | — |
| global_step_3/actor/huggingface/vocab.json | Tokenizer | 2.8 MB | — |
| global_step_6/actor/huggingface/merges.txt | Tokenizer | 1.7 MB | — |
| global_step_6/actor/huggingface/tokenizer.json | Tokenizer | 11.4 MB | f8dc1725ce78 |
| global_step_6/actor/huggingface/tokenizer_config.json | Tokenizer | 7.4 KB | — |
| global_step_6/actor/huggingface/vocab.json | Tokenizer | 2.8 MB | — |
| global_step_9/actor/huggingface/merges.txt | Tokenizer | 1.7 MB | — |
| global_step_9/actor/huggingface/tokenizer.json | Tokenizer | 11.4 MB | f8dc1725ce78 |
| global_step_9/actor/huggingface/tokenizer_config.json | Tokenizer | 7.4 KB | — |
| global_step_9/actor/huggingface/vocab.json | Tokenizer | 2.8 MB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 249.1 GB
Download from Yurun Yuan
Released by Yurun Yuan through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 249.1 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.