Datasets:
Document demo subsets: configs table rows, curated-subset note, and repo layout tree
Browse files
README.md
CHANGED
|
@@ -133,6 +133,14 @@ ds = load_dataset("imageomics/TreeOfLife-200M-Embeddings", "bioclip-2_float16")
|
|
| 133 |
| Config | Model | Precision | Dimensions | Files | Size | Rows |
|
| 134 |
|--------|-------|-----------|------------|-------|------|------|
|
| 135 |
| `bioclip-2_float16` | [BioCLIP 2](https://huggingface.co/imageomics/bioclip-2) (ViT-L/14) | float16 | 768 | 666 | ~346 GB | 233,055,986 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 136 |
|
| 137 |
### Data Fields
|
| 138 |
|
|
@@ -166,6 +174,22 @@ For more background on metadata columns, see the [TreeOfLife-200M data field des
|
|
| 166 |
- **Precision:** config-dependent (see [Configs](#configs) table)
|
| 167 |
- **File naming:** `train-00000-of-NNNNN.parquet` (count depends on config)
|
| 168 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
### Data Splits
|
| 170 |
|
| 171 |
Single `train` split containing all 233,055,986 rows.
|
|
|
|
| 133 |
| Config | Model | Precision | Dimensions | Files | Size | Rows |
|
| 134 |
|--------|-------|-----------|------------|-------|------|------|
|
| 135 |
| `bioclip-2_float16` | [BioCLIP 2](https://huggingface.co/imageomics/bioclip-2) (ViT-L/14) | float16 | 768 | 666 | ~346 GB | 233,055,986 |
|
| 136 |
+
| `darwins_finches` | [BioCLIP 2](https://huggingface.co/imageomics/bioclip-2) (ViT-L/14) | float16 | 768 | 1 | ~1 MB | 677 |
|
| 137 |
+
| `wolf_sample` | [BioCLIP 2](https://huggingface.co/imageomics/bioclip-2) (ViT-L/14) | float16 | 768 | 1 | ~1.5 MB | 960 |
|
| 138 |
+
|
| 139 |
+
`darwins_finches` and `wolf_sample` are small **curated subsets** drawn from the
|
| 140 |
+
full `bioclip-2_float16` embeddings (stored under `demo_subset/`). They are meant
|
| 141 |
+
for quick experiments, prototyping, and demos — for example the
|
| 142 |
+
[Image Embedding Explorer](https://github.com/Imageomics/emb-explorer) demo —
|
| 143 |
+
without downloading the full 200M-row dataset.
|
| 144 |
|
| 145 |
### Data Fields
|
| 146 |
|
|
|
|
| 174 |
- **Precision:** config-dependent (see [Configs](#configs) table)
|
| 175 |
- **File naming:** `train-00000-of-NNNNN.parquet` (count depends on config)
|
| 176 |
|
| 177 |
+
Repository layout:
|
| 178 |
+
|
| 179 |
+
```text
|
| 180 |
+
TreeOfLife-200M-Embeddings/
|
| 181 |
+
├── bioclip-2_float16/ # full dataset — 666 shards
|
| 182 |
+
│ ├── train-00000-of-00666.parquet
|
| 183 |
+
│ └── ...
|
| 184 |
+
└── demo_subset/ # curated subsets for quick experiments / demos
|
| 185 |
+
├── darwins_finches/
|
| 186 |
+
│ └── bioclip-2_float16/
|
| 187 |
+
│ └── emb_darwin_finches.parquet # 677 rows
|
| 188 |
+
└── wolf_sample/
|
| 189 |
+
└── bioclip-2_float16/
|
| 190 |
+
└── emb_wolf_sample.parquet # 960 rows
|
| 191 |
+
```
|
| 192 |
+
|
| 193 |
### Data Splits
|
| 194 |
|
| 195 |
Single `train` split containing all 233,055,986 rows.
|