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--- |
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license: mit |
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pipeline_tag: text-generation |
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tags: |
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- causal_lm |
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base_model: Walmart-the-bag/zephyr-quiklang-3b |
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inference: false |
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--- |
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# Description |
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This is the 4K version of https://huggingface.co/Walmart-the-bag/zephyr-quiklang-3b |
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# Original Model Description |
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This is a finetune of [StableLM-Zephyr-3B](https://huggingface.co/stabilityai/stablelm-zephyr-3b) with 2 datasets, toxic-dpo and openhermes with 10000 samples. |
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# Training Parameters |
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- 1xA6000-48GB |
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- batch_size: 6 |
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- learning_rate: 5e-5 |
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# Datasets: |
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- unalignment/toxic-dpo-v0.1 |
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- teknium/openhermes |
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# Metrics/Basic Eval: |
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"predict_bleu-4": 31.594154999999997, |
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"predict_rouge-1": 44.092935, |
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"predict_rouge-2": 22.276081000000005, |
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"predict_rouge-l": 34.506909, |
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"predict_runtime": 121.7549, |
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"predict_samples_per_second": 0.821, |
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"predict_steps_per_second": 0.107 |
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# License |
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### MIT |
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 |
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``` |
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Permission is hereby granted, free of charge, to any person obtaining a copy |
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of this software and associated documentation files (the "Software"), to deal |
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in the Software without restriction, including without limitation the rights |
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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copies of the Software, and to permit persons to whom the Software is |
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furnished to do so, subject to the following conditions: |
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The above copyright notice and this permission notice shall be included in all |
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copies or substantial portions of the Software. |
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
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SOFTWARE. |
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``` |
