sam3-gguf is an open-weight model from Asher. Its published files total 17.7 GB. It draws 2.5k downloads a month.
]633;E;echo "=== 3. hparams as seen by the C++ loader"\x3b timeout 60./build-vis/difftokenizer /tmp/hfverify/sam3-q40.gguf /tmp/tokdiff 2>&1 | grep -E "memselection|maxcond|maxobj";a7ba6c53-87c6-427f-92bf-6a5106a2fee1 ]633;C # github…
Model Card
]633;E;echo "=== 3. hparams as seen by the C++ loader"\x3b timeout 60./build-vis/difftokenizer /tmp/hfverify/sam3-q40.gguf /tmp/tokdiff 2>&1 | grep -E "memselection|maxcond|maxobj";a7ba6c53-87c6-427f-92bf-6a5106a2fee1 ]633;C # github: https://github.com/Asher-1/sam3-ggml This directory holds ready-to-run GGUF models for sam3.cpp. Each file name encodes three things: All checkpoints listed in this README are published as ready-to-run GGUF files on Hugging Face — no PyTorch weights or conversion step needed: The repo mirrors this directory 1:1 (40 files, ~14 GB total). (huggingface-cli comes from pip install huggingfacehub.) Sizes below are the actual.gguf files in this directory. Latency is…
Excerpt from the card by Asher.
Identity and Version
- Repository
- Asher-1/sam3-gguf
- Publisher
- Asher
- 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
- 6ad1a470b6211c71088228ef4e739245372475bf
- First published
- 2026-08-28
- Last updated
- 2026-09-28
Files and Weights
44 files, 17.7 GB in total. The weights are 42 files totalling 17.7 GB in gguf.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| sam2.1_hiera_base_plus_f16.gguf | Weights | 163.3 MB | d5e49d766e26 |
| sam2.1_hiera_base_plus_f32.gguf | Weights | 323.4 MB | edff2c83f867 |
| sam2.1_hiera_base_plus_q4_0.gguf | Weights | 48.0 MB | 390278a55c14 |
| sam2.1_hiera_base_plus_q4_1.gguf | Weights | 53.0 MB | 6c0d2801f074 |
| sam2.1_hiera_base_plus_q8_0.gguf | Weights | 87.7 MB | a636b80e91b2 |
| sam2.1_hiera_large_f16.gguf | Weights | 450.9 MB | f9afa078bfa8 |
| sam2.1_hiera_large_f32.gguf | Weights | 897.8 MB | 01af1be5556a |
| sam2.1_hiera_large_q4_0.gguf | Weights | 130.0 MB | 50550ab9eae2 |
| sam2.1_hiera_large_q4_1.gguf | Weights | 143.9 MB | 80f33523864c |
| sam2.1_hiera_large_q8_0.gguf | Weights | 241.2 MB | a94d0c5a4d42 |
| sam2.1_hiera_small_f16.gguf | Weights | 93.6 MB | e8838b9776dd |
| sam2.1_hiera_small_f32.gguf | Weights | 184.3 MB | d283edfd20d2 |
| sam2.1_hiera_small_q4_0.gguf | Weights | 27.7 MB | e3444a36ce5d |
| sam2.1_hiera_small_q4_1.gguf | Weights | 30.5 MB | ebeab41def65 |
| sam2.1_hiera_small_q8_0.gguf | Weights | 50.2 MB | f034fab9d014 |
| sam2.1_hiera_tiny_f16.gguf | Weights | 79.3 MB | fb48d7a8577a |
| sam2.1_hiera_tiny_f32.gguf | Weights | 155.9 MB | 4ea76404af33 |
| sam2.1_hiera_tiny_q4_0.gguf | Weights | 23.6 MB | 5fa686adcd3f |
| sam2.1_hiera_tiny_q4_1.gguf | Weights | 26.0 MB | 27dcbc846546 |
| sam2.1_hiera_tiny_q8_0.gguf | Weights | 42.6 MB | 601e539ae95a |
| sam2_hiera_base_plus_f16.gguf | Weights | 163.2 MB | f394cd78e505 |
| sam2_hiera_base_plus_f32.gguf | Weights | 323.4 MB | 99309b84f2d9 |
| sam2_hiera_base_plus_q4_0.gguf | Weights | 48.0 MB | 2dbf320d8077 |
| sam2_hiera_base_plus_q4_1.gguf | Weights | 53.0 MB | c6890e48769c |
| sam2_hiera_base_plus_q8_0.gguf | Weights | 87.7 MB | 02949bb98ca4 |
| sam2_hiera_large_f16.gguf | Weights | 450.9 MB | ab805c5f20f7 |
| sam2_hiera_tiny_f16.gguf | Weights | 79.3 MB | a7b0b6a40147 |
| sam2_hiera_tiny_f32.gguf | Weights | 155.8 MB | d0bd14ced34b |
| sam2_hiera_tiny_q4_0.gguf | Weights | 23.6 MB | b237a69ef8ae |
| sam2_hiera_tiny_q4_1.gguf | Weights | 26.0 MB | 58330ce421f9 |
| sam2_hiera_tiny_q8_0.gguf | Weights | 42.6 MB | f2817c85bc5e |
| sam3-f16.gguf | Weights | 1.8 GB | f6667faaa440 |
| sam3-f32.gguf | Weights | 3.4 GB | 1f29ca41d8b6 |
| sam3-q4_0.gguf | Weights | 748.7 MB | 4456263c0959 |
| sam3-q4_1.gguf | Weights | 755.8 MB | 754422286ae4 |
| sam3-q8_0.gguf | Weights | 1.1 GB | 6339e0e0e160 |
| sam3-visual-f16.gguf | Weights | 945.5 MB | a71b5b6223ea |
| sam3-visual-q4_0.gguf | Weights | 289.2 MB | 53195aab96c3 |
| sam3-visual-q4_1.gguf | Weights | 317.7 MB | bb4736c93872 |
| sam3-visual-q8_0.gguf | Weights | 517.1 MB | 4ddbefab205b |
| sam3.1-f16.gguf | Weights | 1.9 GB | 7ad10dbc9508 |
| sam3.1-q8_0.gguf | Weights | 1.1 GB | 8d6e3fe91bbb |
| README.md | Documentation | 9.7 KB | — |
| .gitattributes | Repository | 4.1 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 17.7 GB
Released by Asher through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 17.7 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.