OpenVINO
bloom
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Upload folder using huggingface_hub

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  ---
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  license: bigscience-bloom-rail-1.0
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  license_link: https://choosealicense.com/licenses/bigscience-bloom-rail-1.0/
 
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  ---
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  # bloomz-3b-int4-ov
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- * Model creator: [Bigscience](https://huggingface.co/bigscience)
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  * Original model: [bloomz-3b](https://huggingface.co/bigscience/bloomz-3b)
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  ## Description
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  * OpenVINO version 2024.4.0 and higher
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  * Optimum Intel 1.20.0 and higher
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- ## Running Model Inference with [Optimum Intel](https://huggingface.co/docs/optimum/intel/index)
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  1. Install packages required for using [Optimum Intel](https://huggingface.co/docs/optimum/intel/index) integration with the OpenVINO backend:
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  For more examples and possible optimizations, refer to the [OpenVINO Large Language Model Inference Guide](https://docs.openvino.ai/2024/learn-openvino/llm_inference_guide.html).
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- ## Running Model Inference with [OpenVINO GenAI](https://github.com/openvinotoolkit/openvino.genai)
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-
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- 1. Install packages required for using OpenVINO GenAI.
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- ```
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- pip install openvino-genai huggingface_hub
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- ```
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-
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- 2. Download model from HuggingFace Hub
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-
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- ```
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- import huggingface_hub as hf_hub
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-
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- model_id = "OpenVINO/bloomz-3b-int4-ov"
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- model_path = "bloomz-3b-int4-ov"
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-
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- hf_hub.snapshot_download(model_id, local_dir=model_path)
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-
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- ```
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-
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- 3. Run model inference:
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-
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- ```
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- import openvino_genai as ov_genai
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-
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- device = "CPU"
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- pipe = ov_genai.LLMPipeline(model_path, device)
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- print(pipe.generate("What is OpenVINO?", max_length=200))
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- ```
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-
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- More GenAI usage examples can be found in OpenVINO GenAI library [docs](https://github.com/openvinotoolkit/openvino.genai/blob/master/src/README.md) and [samples](https://github.com/openvinotoolkit/openvino.genai?tab=readme-ov-file#openvino-genai-samples)
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-
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  ## Limitations
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  Check the original model card for [original model card](https://huggingface.co/bigscience/bloomz-3b) for limitations.
 
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  ---
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  license: bigscience-bloom-rail-1.0
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  license_link: https://choosealicense.com/licenses/bigscience-bloom-rail-1.0/
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+ base_model: bigscience/bloomz-3b
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  ---
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  # bloomz-3b-int4-ov
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+ * Model creator: [bigscience](https://huggingface.co/bigscience)
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  * Original model: [bloomz-3b](https://huggingface.co/bigscience/bloomz-3b)
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  ## Description
 
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  * OpenVINO version 2024.4.0 and higher
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  * Optimum Intel 1.20.0 and higher
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+ ## Running Model Inference
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  1. Install packages required for using [Optimum Intel](https://huggingface.co/docs/optimum/intel/index) integration with the OpenVINO backend:
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  For more examples and possible optimizations, refer to the [OpenVINO Large Language Model Inference Guide](https://docs.openvino.ai/2024/learn-openvino/llm_inference_guide.html).
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  ## Limitations
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  Check the original model card for [original model card](https://huggingface.co/bigscience/bloomz-3b) for limitations.