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flan-alpaca-gpt4-xl-ct2/.gitattributes

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flan-alpaca-gpt4-xl-ct2/README.md

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+---
+license: apache-2.0
+language:
+  - en
+tags:
+  - ctranslate2
+  - flan-alpaca-gpt4-xl
+  - quantization
+  - int8
+---
+
+# Model Card for Flan-Alpaca-GPT4-XL Q8
+
+The model is quantized version of the [declare-lab/flan-alpaca-gpt4-xl](https://huggingface.co/declare-lab/flan-alpaca-gpt4-xl) with int8 quantization.
+
+## Model Details
+
+### Model Description
+
+The model being quantized using [CTranslate2](https://opennmt.net/CTranslate2/) with the following command:
+
+```
+ct2-transformers-converter --model declare-lab/flan-alpaca-gpt4-xl --output_dir declare-lab/flan-alpaca-gpt4-xl-ct2 --copy_files generation_config.json tokenizer.json tokenizer_config.json special_tokens_map.json spiece.model --quantization int8 --force --low_cpu_mem_usage
+```
+
+If you want to perform the quantization yourself, you need to install the following dependencies:
+
+```
+pip install -qU ctranslate2 transformers[torch] sentencepiece accelerate
+```
+
+- **Shared by:** Lim Chee Kin
+- **License:** Apache 2.0
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+```python
+import ctranslate2
+import transformers
+
+translator = ctranslate2.Translator("limcheekin/flan-alpaca-gpt4-xl-ct2")
+tokenizer = transformers.AutoTokenizer.from_pretrained("limcheekin/flan-alpaca-gpt4-xl-ct2")
+
+input_text = "translate English to German: The house is wonderful."
+input_tokens = tokenizer.convert_ids_to_tokens(tokenizer.encode(input_text))
+
+results = translator.translate_batch([input_tokens])
+
+output_tokens = results[0].hypotheses[0]
+output_text = tokenizer.decode(tokenizer.convert_tokens_to_ids(output_tokens))
+
+print(output_text)
+```
+
+The code is taken from https://opennmt.net/CTranslate2/guides/transformers.html#t5.
+
+The key method of the code above is `translate_batch`, you can find out [its supported parameters here](https://opennmt.net/CTranslate2/python/ctranslate2.Translator.html#ctranslate2.Translator.translate_batch).

flan-alpaca-gpt4-xl-ct2/config.json

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+  "decoder_start_token": "<pad>",
+  "eos_token": "</s>",
+  "unk_token": "<unk>"
+}

flan-alpaca-gpt4-xl-ct2/generation_config.json

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+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.28.1"
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