Commit ·
70fd993
1
Parent(s): f7506c8
Upload togethercomputer/RedPajama-INCITE-Instruct-3B-v1 ctranslate fp16 weights
Browse files
README.md
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---
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tags:
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-
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- int8
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license: apache-2.0
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language:
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- en
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max_new_tokens: 128
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---
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# # Fast-Inference with Ctranslate2
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Speedup inference by 2x-
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quantized version of [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1)
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```bash
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pip install hf-hub-ctranslate2>=2.0.6
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```
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Converted on 2023-05-19 using
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```
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ct2-transformers-converter --model togethercomputer/RedPajama-INCITE-Instruct-3B-v1 --output_dir /home/michael/tmp-ct2fast-RedPajama-INCITE-Instruct-3B-v1 --force --copy_files tokenizer.json README.md tokenizer_config.json generation_config.json special_tokens_map.json .gitattributes --quantization float16
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```
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Checkpoint compatible to [ctranslate2](https://github.com/OpenNMT/CTranslate2) and [hf-hub-ctranslate2](https://github.com/michaelfeil/hf-hub-ctranslate2)
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- `compute_type=int8_float16` for `device="cuda"`
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- `compute_type=int8` for `device="cpu"`
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tokenizer=AutoTokenizer.from_pretrained("togethercomputer/RedPajama-INCITE-Instruct-3B-v1")
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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?"],
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)
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print(outputs)
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```
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# Original description
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# RedPajama-INCITE-Instruct-3B-v1
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---
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tags:
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- ctranslate2
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- int8
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- float16
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license: apache-2.0
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language:
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- en
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max_new_tokens: 128
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---
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# # Fast-Inference with Ctranslate2
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Speedup inference while reducing memory by 2x-4x using int8 inference in C++ on CPU or GPU.
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quantized version of [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1)
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```bash
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pip install hf-hub-ctranslate2>=2.0.6
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```
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Converted on 2023-05-19 using
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```
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ct2-transformers-converter --model togethercomputer/RedPajama-INCITE-Instruct-3B-v1 --output_dir /home/michael/tmp-ct2fast-RedPajama-INCITE-Instruct-3B-v1 --force --copy_files tokenizer.json README.md tokenizer_config.json generation_config.json special_tokens_map.json .gitattributes --quantization float16
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```
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Checkpoint compatible to [ctranslate2>=3.13.0](https://github.com/OpenNMT/CTranslate2) and [hf-hub-ctranslate2>=2.0.6](https://github.com/michaelfeil/hf-hub-ctranslate2)
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- `compute_type=int8_float16` for `device="cuda"`
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- `compute_type=int8` for `device="cpu"`
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tokenizer=AutoTokenizer.from_pretrained("togethercomputer/RedPajama-INCITE-Instruct-3B-v1")
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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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)
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print(outputs)
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```
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# Original description
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tags:
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- ctranslate2
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- int8
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- float16
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# RedPajama-INCITE-Instruct-3B-v1
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