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@@ -107,40 +107,14 @@ RepoQA: a benchmark for long context code understanding
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  ## Usage
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  ### Requirements
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- Phi-3 family has been integrated in the `4.43.0` version of `transformers`. The current `transformers` version can be verified with: `pip list | grep transformers`.
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-
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- Examples of required packages:
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- ```
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- flash_attn==2.5.8
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- torch==2.3.1
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- accelerate==0.31.0
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- transformers==4.43.0
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- ```
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-
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- Phi-3.5-mini-instruct is also available in [Azure AI Studio](https://aka.ms/try-phi3.5mini)
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-
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- ### Tokenizer
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- Phi-3.5-mini-Instruct supports a vocabulary size of up to `32064` tokens. The [tokenizer files](https://huggingface.co/microsoft/Phi-3.5-mini-instruct/blob/main/added_tokens.json) already provide placeholder tokens that can be used for downstream fine-tuning, but they can also be extended up to the model's vocabulary size.
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-
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- ### Input Formats
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- Given the nature of the training data, the Phi-3.5-mini-instruct model is best suited for prompts using the chat format as follows:
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-
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- ```
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- <|system|>
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- You are a helpful assistant.<|end|>
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- <|user|>
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- How to explain Internet for a medieval knight?<|end|>
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- <|assistant|>
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- ```
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-
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- ### Loading the model locally with Transformers.js
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  If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@huggingface/transformers) using:
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  ```bash
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  npm i @huggingface/transformers
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  ```
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  You can then use the model to generate text like this:
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  ```js
 
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  ## Usage
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  ### Requirements
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@huggingface/transformers) using:
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  ```bash
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  npm i @huggingface/transformers
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  ```
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+ ### Loading the model locally with Transformers.js
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+
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  You can then use the model to generate text like this:
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  ```js