michaelfeil
commited on
Commit
•
48221dd
1
Parent(s):
0e006ee
Upload bigcode/starcoder ctranslate fp16 weights
Browse files
README.md
CHANGED
@@ -264,9 +264,9 @@ Speedup inference while reducing memory by 2x-4x using int8 inference in C++ on
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quantized version of [bigcode/starcoder](https://huggingface.co/bigcode/starcoder)
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```bash
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-
pip install hf-hub-ctranslate2>=2.0.8
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```
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-
Converted on 2023-05-
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```
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ct2-transformers-converter --model bigcode/starcoder --output_dir /home/michael/tmp-ct2fast-starcoder --force --copy_files merges.txt tokenizer.json README.md tokenizer_config.json vocab.json generation_config.json special_tokens_map.json .gitattributes --quantization float16 --trust_remote_code
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```
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@@ -290,7 +290,8 @@ model = GeneratorCT2fromHfHub(
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)
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outputs = model.generate(
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text=["How do you call a fast Flan-ingo?", "User: How are you doing? Bot:"],
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max_length=64
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)
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print(outputs)
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```
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@@ -356,7 +357,7 @@ print(tokenizer.decode(outputs[0]))
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Fill-in-the-middle uses special tokens to identify the prefix/middle/suffix part of the input and output:
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```python
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input_text = "<
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inputs = tokenizer.encode(input_text, return_tensors="pt").to(device)
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outputs = model.generate(inputs)
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print(tokenizer.decode(outputs[0]))
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quantized version of [bigcode/starcoder](https://huggingface.co/bigcode/starcoder)
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```bash
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+
pip install hf-hub-ctranslate2>=2.0.8 ctranslate2>=3.14.0
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```
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+
Converted on 2023-05-31 using
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```
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ct2-transformers-converter --model bigcode/starcoder --output_dir /home/michael/tmp-ct2fast-starcoder --force --copy_files merges.txt tokenizer.json README.md tokenizer_config.json vocab.json generation_config.json special_tokens_map.json .gitattributes --quantization float16 --trust_remote_code
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```
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)
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outputs = model.generate(
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text=["How do you call a fast Flan-ingo?", "User: How are you doing? Bot:"],
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max_length=64,
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include_prompt_in_result=False
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)
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print(outputs)
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```
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Fill-in-the-middle uses special tokens to identify the prefix/middle/suffix part of the input and output:
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```python
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input_text = "<fim_prefix>def print_hello_world():\n <fim_suffix>\n print('Hello world!')<fim_middle>"
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inputs = tokenizer.encode(input_text, return_tensors="pt").to(device)
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outputs = model.generate(inputs)
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print(tokenizer.decode(outputs[0]))
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