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File size: 3,582 Bytes
2f86d9b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 | # Checkpoints
## Kaggle Hub
Gemma models are available on Kaggle Hub for various formats:
* [Gemma 4](https://www.kaggle.com/models/google/gemma-4/)
* [Gemma 3](https://www.kaggle.com/models/google/gemma-3/)
* [Gemma 2](https://www.kaggle.com/models/google/gemma-2/)
* [Gemma 1](https://www.kaggle.com/models/google/gemma/)
To manually download the model:
* Select one of the **Flax** model variations
* Click the "Download" button to download the model archive
* Extract the model files from the archive
The archive contains both the model weights and the tokenizer, like:
```
2b/ # Directory containing model weights
tokenizer.model # Tokenizer
```
To programmatically download the model:
```python
import kagglehub
kagglehub.login()
weights_dir = kagglehub.model_download(f'google/gemma-3/flax/gemma3-4b-it')
```
### v4
NOTE: Gemma 4 Flax checkpoints will be updated on Kaggle when possible.
<section class="zippy" markdown="1">
### v3
| Size | Variant | Quantized | Name |
| ---- | ----------- | --------- | ---------------------------------------- |
| 1B | Pre-trained | | `google/gemma-3/flax/gemma3-1b` |
: : (PT) : : :
| 4B | Pre-trained | | `google/gemma-3/flax/gemma3-4b` |
: : (PT) : : :
| 12B | Pre-trained | | `google/gemma-3/flax/gemma3-12b` |
: : (PT) : : :
| 27B | Pre-trained | | `google/gemma-3/flax/gemma3-27b` |
: : (PT) : : :
| 1B | Instruction | | `google/gemma-3/flax/gemma3-1b-it` |
: : Tuned (IT) : : :
| 4B | Instruction | | `google/gemma-3/flax/gemma3-4b-it` |
: : Tuned (IT) : : :
| 12B | Instruction | | `google/gemma-3/flax/gemma3-12b-it` |
: : Tuned (IT) : : :
| 27B | Instruction | | `google/gemma-3/flax/gemma3-27b-it` |
: : Tuned (IT) : : :
| 1B | Instruction | Y | `google/gemma-3/flax/gemma3-1b-it-int4` |
: : Tuned (IT) : : :
| 4B | Instruction | Y | `google/gemma-3/flax/gemma3-4b-it-int4` |
: : Tuned (IT) : : :
| 12B | Instruction | Y | `google/gemma-3/flax/gemma3-12b-it-int4` |
: : Tuned (IT) : : :
| 27B | Instruction | Y | `google/gemma-3/flax/gemma3-27b-it-int4` |
: : Tuned (IT) : : :
</section>
<section class="zippy" markdown="1">
### v2
Size | Variant | Name
---- | ---------------------- | -----------------------------------
2.6B | Pre-trained (PT) | `google/gemma-2/flax/gemma2-2b`
9B | Pre-trained (PT) | `google/gemma-2/flax/gemma2-9b`
27B | Pre-trained (PT) | `google/gemma-2/flax/gemma2-27b`
2.6B | Instruction Tuned (IT) | `google/gemma-2/flax/gemma2-2b-it`
9B | Instruction Tuned (IT) | `google/gemma-2/flax/gemma2-9b-it`
27B | Instruction Tuned (IT) | `google/gemma-2/flax/gemma2-27b-it`
</section>
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