Quantization made by Richard Erkhov.

arco-plus - EXL2

| Branch | Bits | Description | | ----- | ---- | ------- | ------ | ------ | ------ | ------ | ------------ | | 8_0 | 8.0 | Maximum quality that ExLlamaV2 can produce, near unquantized performance. | | 6_5 | 6.5 | Very similar to 8.0, good tradeoff of size vs performance, recommended. | | 5_0 | 5.0 | Slightly lower quality vs 6.5, but usable on 8GB cards. | | 4_25 | 4.25 | GPTQ equivalent bits per weight, slightly higher quality. | | 3_5 | 3.5 | Lower quality, only use if you have to. |

With git:

With huggingface hub:

To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch: Linux:

Windows (which apparently doesn't like _ in folders sometimes?):

base_model:

This is an untrained passthrough model based on arco and danube as a first effort to train a small enough reasoning language model that generalizes across all kind of reasoning tasks.

The following YAML configuration was used to produce this model: