---
base_model:
- recoilme/Gemma-2-Ataraxy-Gemmasutra-9B-slerp

model-index:
  - name: recoilme/Gemma-2-Ataraxy-Gemmasutra-9B-slerp-GGUF
    results:
      - task:
          type: PPL
        dataset:
          name: Vikhrmodels/Veles-2.5
          type: Dummy
        metrics:
          - name: Q5_K_S
            type: perplexity
            value: '4.2069 +/- 0.0348'
          - name: Q6_K
            type: perplexity
            value: '4.2071 +/- 0.0348'
          - name: Q5_K
            type: perplexity
            value: '4.2103 +/- 0.0348'
          - name: Q5_K_M
            type: perplexity
            value: '4.2103 +/- 0.0348'
          - name: Q8_0
            type: perplexity
            value: '4.2127 +/- 0.0349'
          - name: Q5_0
            type: perplexity
            value: '4.2243 +/- 0.0350'
          - name: Q5_1
            type: perplexity
            value: '4.2284 +/- 0.0351'
          - name: IQ4_XS
            type: perplexity
            value: '4.2335 +/- 0.0350'
          - name: IQ4_NL
            type: perplexity
            value: '4.2361 +/- 0.0351'
          - name: Q4_K
            type: perplexity
            value: '4.2418 +/- 0.0352'
          - name: Q4_K_M
            type: perplexity
            value: '4.2418 +/- 0.0352'
          - name: Q4_K_S
            type: perplexity
            value: '4.2540 +/- 0.0353'
          - name: Q4_0
            type: perplexity
            value: '4.2543 +/- 0.0352'
          - name: Q4_1
            type: perplexity
            value: '4.2636 +/- 0.0354'
          - name: Q3_K_L
            type: perplexity
            value: '4.2748 +/- 0.0355'
          - name: Q3_K_M
            type: perplexity
            value: '4.3016 +/- 0.0358'
          - name: Q3_K
            type: perplexity
            value: '4.3016 +/- 0.0358'
          - name: IQ3_M
            type: perplexity
            value: '4.3161 +/- 0.0360'
          - name: IQ3_S
            type: perplexity
            value: '4.3541 +/- 0.0364'
          - name: Q3_K_S
            type: perplexity
            value: '4.3628 +/- 0.0363'
          - name: IQ3_XS
            type: perplexity
            value: '4.3692 +/- 0.0364'
          - name: IQ3_XXS
            type: perplexity
            value: '4.3951 +/- 0.0363'
          - name: Q2_K
            type: perplexity
            value: '4.4597 +/- 0.0371'
          - name: IQ2_M
            type: perplexity
            value: '4.6029 +/- 0.0387'
          - name: Q2_K_S
            type: perplexity
            value: '4.6483 +/- 0.0385'
          - name: IQ2_S
            type: perplexity
            value: '4.7825 +/- 0.0404'
          - name: IQ2_XS
            type: perplexity
            value: '4.9246 +/- 0.0415'
          - name: IQ2_XXS
            type: perplexity
            value: '5.3178 +/- 0.0450'
          - name: IQ1_M
            type: perplexity
            value: '6.6785 +/- 0.0587'
          - name: IQ1_S
            type: perplexity
            value: '8.3323 +/- 0.0748'
      - task:
          type: PPL
        dataset:
          name: ggml-org/wikitext-2-raw-v1
          type: Dummy
        metrics:
          - name: Q8_0
            type: perplexity
            value: '7.8895 +/- 0.0548'
          - name: Q6_K
            type: perplexity
            value: '7.8896 +/- 0.0547'
          - name: Q5_K_S
            type: perplexity
            value: '7.8957 +/- 0.0547'
          - name: Q5_K
            type: perplexity
            value: '7.9047 +/- 0.0548'
          - name: Q5_K_M
            type: perplexity
            value: '7.9047 +/- 0.0548'
          - name: Q5_1
            type: perplexity
            value: '7.9092 +/- 0.0549'
          - name: Q5_0
            type: perplexity
            value: '7.9210 +/- 0.0549'
          - name: IQ4_XS
            type: perplexity
            value: '7.9583 +/- 0.0551'
          - name: IQ4_NL
            type: perplexity
            value: '7.9635 +/- 0.0553'
          - name: Q4_K
            type: perplexity
            value: '7.9777 +/- 0.0554'
          - name: Q4_K_M
            type: perplexity
            value: '7.9777 +/- 0.0554'
          - name: Q4_K_S
            type: perplexity
            value: '8.0115 +/- 0.0558'
          - name: Q4_1
            type: perplexity
            value: '8.0142 +/- 0.0556'
          - name: Q4_0
            type: perplexity
            value: '8.0419 +/- 0.0557'
          - name: Q3_K_L
            type: perplexity
            value: '8.0924 +/- 0.0563'
          - name: IQ3_M
            type: perplexity
            value: '8.1460 +/- 0.0568'
          - name: Q3_K_M
            type: perplexity
            value: '8.1713 +/- 0.0571'
          - name: Q3_K
            type: perplexity
            value: '8.1713 +/- 0.0571'
          - name: IQ3_S
            type: perplexity
            value: '8.2287 +/- 0.0576'
          - name: IQ3_XS
            type: perplexity
            value: '8.3294 +/- 0.0583'
          - name: Q3_K_S
            type: perplexity
            value: '8.3341 +/- 0.0582'
          - name: IQ3_XXS
            type: perplexity
            value: '8.3716 +/- 0.0581'
          - name: Q2_K
            type: perplexity
            value: '8.6176 +/- 0.0597'
          - name: IQ2_M
            type: perplexity
            value: '8.7986 +/- 0.0616'
          - name: Q2_K_S
            type: perplexity
            value: '9.1279 +/- 0.0633'
          - name: IQ2_S
            type: perplexity
            value: '9.2979 +/- 0.0656'
          - name: IQ2_XS
            type: perplexity
            value: '9.6843 +/- 0.0682'
          - name: IQ2_XXS
            type: perplexity
            value: '10.5431 +/- 0.0748'
          - name: IQ1_M
            type: perplexity
            value: '12.9640 +/- 0.0951'
          - name: IQ1_S
            type: perplexity
            value: '15.2188 +/- 0.1137'
---

# Perplexity evaluations

Vikhrmodels/Veles-2.5 subset evaluations:
| Model                                       |   Perplexity |   Lower Bound |   Upper Bound |   Confidence |
|:--------------------------------------------|-------------:|--------------:|--------------:|-------------:|
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K_S  |       4.2069 |        4.1722 |        4.2416 |       0.0348 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q6_K    |       4.2071 |        4.1723 |        4.2419 |       0.0348 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K    |       4.2103 |        4.1755 |        4.2451 |       0.0348 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K_M  |       4.2103 |        4.1755 |        4.2451 |       0.0348 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q8_0    |       4.2127 |        4.1778 |        4.2476 |       0.0349 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_0    |       4.2243 |        4.1893 |        4.2593 |       0.035  |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_1    |       4.2284 |        4.1933 |        4.2635 |       0.0351 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ4_XS  |       4.2335 |        4.1985 |        4.2685 |       0.035  |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ4_NL  |       4.2361 |        4.201  |        4.2712 |       0.0351 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K    |       4.2418 |        4.2066 |        4.277  |       0.0352 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K_M  |       4.2418 |        4.2066 |        4.277  |       0.0352 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K_S  |       4.254  |        4.2187 |        4.2893 |       0.0353 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_0    |       4.2543 |        4.2191 |        4.2895 |       0.0352 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_1    |       4.2636 |        4.2282 |        4.299  |       0.0354 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_L  |       4.2748 |        4.2393 |        4.3103 |       0.0355 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_M  |       4.3016 |        4.2658 |        4.3374 |       0.0358 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K    |       4.3016 |        4.2658 |        4.3374 |       0.0358 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_M   |       4.3161 |        4.2801 |        4.3521 |       0.036  |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_S   |       4.3541 |        4.3177 |        4.3905 |       0.0364 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_S  |       4.3628 |        4.3265 |        4.3991 |       0.0363 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_XS  |       4.3692 |        4.3328 |        4.4056 |       0.0364 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_XXS |       4.3951 |        4.3588 |        4.4314 |       0.0363 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q2_K    |       4.4597 |        4.4226 |        4.4968 |       0.0371 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_M   |       4.6029 |        4.5642 |        4.6416 |       0.0387 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q2_K_S  |       4.6483 |        4.6098 |        4.6868 |       0.0385 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_S   |       4.7825 |        4.7421 |        4.8229 |       0.0404 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_XS  |       4.9246 |        4.8831 |        4.9661 |       0.0415 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_XXS |       5.3178 |        5.2728 |        5.3628 |       0.045  |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ1_M   |       6.6785 |        6.6198 |        6.7372 |       0.0587 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ1_S   |       8.3323 |        8.2575 |        8.4071 |       0.0748 |

ggml-org/wikitext-2-raw-v1 evaluations:
| Model                                       |   Perplexity |   Lower Bound |   Upper Bound |   Confidence |
|:--------------------------------------------|-------------:|--------------:|--------------:|-------------:|
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q8_0    |       7.8895 |        7.8347 |        7.9443 |       0.0548 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q6_K    |       7.8896 |        7.8349 |        7.9443 |       0.0547 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K_S  |       7.8957 |        7.841  |        7.9504 |       0.0547 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K    |       7.9047 |        7.8499 |        7.9595 |       0.0548 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_K_M  |       7.9047 |        7.8499 |        7.9595 |       0.0548 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_1    |       7.9092 |        7.8543 |        7.9641 |       0.0549 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q5_0    |       7.921  |        7.8661 |        7.976  |       0.0549 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ4_XS  |       7.9583 |        7.9032 |        8.0135 |       0.0551 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ4_NL  |       7.9635 |        7.9082 |        8.0187 |       0.0553 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K    |       7.9777 |        7.9223 |        8.0331 |       0.0554 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K_M  |       7.9777 |        7.9223 |        8.0331 |       0.0554 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_K_S  |       8.0115 |        7.9557 |        8.0673 |       0.0558 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_1    |       8.0142 |        7.9586 |        8.0698 |       0.0556 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q4_0    |       8.0419 |        7.9862 |        8.0976 |       0.0557 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_L  |       8.0924 |        8.036  |        8.1487 |       0.0563 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_M   |       8.146  |        8.0892 |        8.2028 |       0.0568 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_M  |       8.1713 |        8.1142 |        8.2284 |       0.0571 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K    |       8.1713 |        8.1142 |        8.2284 |       0.0571 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_S   |       8.2287 |        8.1711 |        8.2863 |       0.0576 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_XS  |       8.3294 |        8.271  |        8.3878 |       0.0583 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q3_K_S  |       8.3341 |        8.2759 |        8.3923 |       0.0582 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ3_XXS |       8.3716 |        8.3135 |        8.4297 |       0.0581 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q2_K    |       8.6176 |        8.5579 |        8.6773 |       0.0597 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_M   |       8.7986 |        8.737  |        8.8602 |       0.0616 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-Q2_K_S  |       9.1279 |        9.0646 |        9.1912 |       0.0633 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_S   |       9.2979 |        9.2323 |        9.3635 |       0.0656 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_XS  |       9.6843 |        9.6161 |        9.7525 |       0.0682 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ2_XXS |      10.5431 |       10.4683 |       10.6179 |       0.0748 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ1_M   |      12.964  |       12.8689 |       13.0591 |       0.0951 |
| Gemma-2-Ataraxy-Gemmasutra-9B-slerp-IQ1_S   |      15.2188 |       15.1051 |       15.3325 |       0.1137 |