docs: add wizardcoder models (TabbyML#467)

* Update README.md test * Update on 10k stars. * Update README.md on 10k stars. * doc: add wizardcoder models
rohan7958 · Sep 21, 2023 · 1cc1cba · 1cc1cba
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diff --git a/website/docs/models/index.md b/website/docs/models/index.md
@@ -5,20 +5,22 @@ sidebar_position: 4
 # 🧑‍🔬 Models Directory
 
 We recommend using
-* small models (less than 400M) for CPU devices.
-* For 1B to 7B models, it's advisable to have at least NVIDIA T4, 10 Series, or 20 Series GPUs.
-* For 7B to 13B models, we recommend using NVIDIA V100, A100, 30 Series, or 40 Series GPUs.
-
-| Model ID                                                              | License                                                                                     |
-| --------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
-| [TabbyML/CodeLlama-13B](https://huggingface.co/TabbyML/CodeLlama-13B) | [Llama2](https://github.com/facebookresearch/llama/blob/main/LICENSE)                       |
-| [TabbyML/CodeLlama-7B](https://huggingface.co/TabbyML/CodeLlama-7B)   | [Llama2](https://github.com/facebookresearch/llama/blob/main/LICENSE)                       |
-| [TabbyML/StarCoder-7B](https://huggingface.co/TabbyML/StarCoder-7B)   | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
-| [TabbyML/StarCoder-3B](https://huggingface.co/TabbyML/StarCoder-3B)   | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
-| [TabbyML/StarCoder-1B](https://huggingface.co/TabbyML/StarCoder-1B)   | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
-| [TabbyML/SantaCoder-1B](https://huggingface.co/TabbyML/SantaCoder-1B) | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
-| [TabbyML/J-350M](https://huggingface.co/TabbyML/J-350M)               | [BSD-3](https://opensource.org/license/bsd-3-clause/)                                       |
-| [TabbyML/T5P-220M](https://huggingface.co/TabbyML/T5P-220M)           | [BSD-3](https://opensource.org/license/bsd-3-clause/)                                       |
+* **small models (less than 400M)** for **CPU devices**.
+* For **1B to 7B models**, it's advisable to have at least **NVIDIA T4, 10 Series, or 20 Series GPUs**.
+* For **7B to 13B models**, we recommend using **NVIDIA V100, A100, 30 Series, or 40 Series GPUs**.
+
+| Model ID                                                               | License                                                                                     |
+| ---------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
+| [TabbyML/CodeLlama-13B](https://huggingface.co/TabbyML/CodeLlama-13B)  | [Llama2](https://github.com/facebookresearch/llama/blob/main/LICENSE)                       |
+| [TabbyML/CodeLlama-7B](https://huggingface.co/TabbyML/CodeLlama-7B)    | [Llama2](https://github.com/facebookresearch/llama/blob/main/LICENSE)                       |
+| [TabbyML/StarCoder-7B](https://huggingface.co/TabbyML/StarCoder-7B)    | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
+| [TabbyML/StarCoder-3B](https://huggingface.co/TabbyML/StarCoder-3B)    | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
+| [TabbyML/StarCoder-1B](https://huggingface.co/TabbyML/StarCoder-1B)    | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
+| [TabbyML/SantaCoder-1B](https://huggingface.co/TabbyML/SantaCoder-1B)  | [BigCode-OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) |
+| [TabbyML/WizardCoder-3B](https://huggingface.co/TabbyML/WizardCoder-3B)| [OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement)         |
+| [TabbyML/WizardCoder-1B](https://huggingface.co/TabbyML/WizardCoder-1B)| [OpenRAIL-M](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement)         |
+| [TabbyML/J-350M](https://huggingface.co/TabbyML/J-350M)                | [BSD-3](https://opensource.org/license/bsd-3-clause/)                                       |
+| [TabbyML/T5P-220M](https://huggingface.co/TabbyML/T5P-220M)            | [BSD-3](https://opensource.org/license/bsd-3-clause/)                                       |
 
 ### CodeLlama-7B / CodeLlama-13B <span title="Apple GPU Support"></span>
 
@@ -28,6 +30,10 @@ Code Llama is a collection of pretrained and fine-tuned generative text models.
 
 StarCoder series model are trained on 80+ programming languages from The Stack (v1.2), with opt-out requests excluded. The model uses Multi Query Attention, a context window of 8192 tokens, and was trained using the Fill-in-the-Middle objective on 1 trillion tokens.
 
+### WizardCoder-1B / WizardCoder-3B <span title="Apple GPU Support"></span>
+
+WizardCoder [(arXiv)](https://arxiv.org/abs/2306.08568) series model are finetuned on StarCoder models with the Evol-Instruct method to adapt to coding tasks. Note that WizardCoder models have used GPT-4 generated data for finetuning, and thus adhere to [OpenAI's limitations](https://openai.com/policies/terms-of-use) for model usage.
+
 ### SantaCoder-1B
 
 SantaCoder is the smallest member of the BigCode family of models, boasting just 1.1 billion parameters. This model is specifically trained with a fill-in-the-middle objective, enabling it to efficiently auto-complete function parameters. It offers support for three programming languages: Python, Java, and JavaScript.