71 lines
2.1 KiB
Markdown
71 lines
2.1 KiB
Markdown
---
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library_name: llamacpp
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model_name: Vikhr-Gemma-2B-instruct
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base_model: Vikhrmodels/Vikhr-Gemma-2B-instruct
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language:
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- ru
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license: apache-2.0
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tags:
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- instruct
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datasets:
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- Vikhrmodels/GrandMaster-PRO-MAX
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pipeline_tag: text-generation
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---
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# 💨 Vikhr-Gemma-2B-instruct
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Мощная инструктивная модель на основе Gemma 2 2B, обученная на русскоязычном датасете GrandMaster-PRO-MAX.
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- [HF model](https://huggingface.co/Vikhrmodels/Vikhr-Gemma-2B-instruct)
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## Perplexity (ниже - лучше)
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### Veles
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| Model | Perplexity |
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|:--------|:-------------------|
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| Q4_K | 4.7254 +/- 0.03867 |
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| Q4_0 | 4.8067 +/- 0.03922 |
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| Q8_0 | 4.6042 +/- 0.03751 |
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| Q4_1 | 4.7798 +/- 0.03933 |
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| F32 | 4.6013 +/- 0.03749 |
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| Q6_K | 4.6244 +/- 0.03760 |
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| BF16 | 4.6015 +/- 0.03749 |
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| Q2_K | 5.6819 +/- 0.04737 |
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| Q5_0 | 4.6876 +/- 0.03855 |
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| Q5_K | 4.6428 +/- 0.03789 |
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| Q3_K_S | 5.1485 +/- 0.04257 |
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| Q2_K_S | 6.3124 +/- 0.05359 |
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| F16 | 4.6013 +/- 0.03749 |
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| Q4_K_M | 4.7254 +/- 0.03867 |
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| Q5_K_M | 4.6428 +/- 0.03789 |
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| Q5_1 | 4.6518 +/- 0.03794 |
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| Q4_K_S | 4.7631 +/- 0.03916 |
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| Q5_K_S | 4.6509 +/- 0.03803 |
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| Q3_K | 4.8339 +/- 0.03965 |
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| Q3_K_M | 4.8339 +/- 0.03965 |
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| Q3_K_L | 4.7981 +/- 0.03934 |
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### Wikitext-2
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| Model | Perplexity |
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|:--------|:--------------------|
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| Q4_K | 10.4374 +/- 0.07339 |
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| Q4_0 | 10.6480 +/- 0.07452 |
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| Q8_0 | 10.1209 +/- 0.07105 |
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| Q4_1 | 10.5574 +/- 0.07476 |
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| F32 | 10.1191 +/- 0.07099 |
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| Q6_K | 10.1503 +/- 0.07117 |
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| BF16 | 10.1189 +/- 0.07098 |
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| Q2_K | 12.8851 +/- 0.09332 |
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| Q5_0 | 10.2551 +/- 0.07251 |
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| Q5_K | 10.1975 +/- 0.07184 |
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| Q3_K_S | 11.6028 +/- 0.08333 |
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| Q2_K_S | 14.7951 +/- 0.10960 |
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| F16 | 10.1191 +/- 0.07099 |
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| Q4_K_M | 10.4374 +/- 0.07339 |
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| Q5_K_M | 10.1975 +/- 0.07184 |
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| Q5_1 | 10.2348 +/- 0.07208 |
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| Q4_K_S | 10.4924 +/- 0.07386 |
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| Q5_K_S | 10.2098 +/- 0.07198 |
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| Q3_K | 10.7416 +/- 0.07606 |
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| Q3_K_M | 10.7416 +/- 0.07606 |
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| Q3_K_L | 10.6242 +/- 0.07506 | |