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README.md CHANGED
@@ -1,21 +1,132 @@
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  ---
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- base_model: unsloth/qwen3-14b-unsloth-bnb-4bit
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  tags:
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- - text-generation-inference
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- - transformers
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- - unsloth
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- - qwen3
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- license: apache-2.0
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- language:
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- - en
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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- # Uploaded finetuned model
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- - **Developed by:** TensorVizion
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- - **License:** apache-2.0
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- - **Finetuned from model :** unsloth/qwen3-14b-unsloth-bnb-4bit
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- This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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- [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ license: creativeml-openrail-m
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  tags:
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+ - safetensors
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+ - pruna-ai
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+ widget:
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+ - text: A high tech solarpunk utopia in the Amazon rainforest
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+ example_title: Amazon rainforest
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+ - text: A pikachu fine dining with a view to the Eiffel Tower
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+ example_title: Pikachu in Paris
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+ - text: A mecha robot in a favela in expressionist style
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+ example_title: Expressionist robot
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+ - text: an insect robot preparing a delicious meal
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+ example_title: Insect robot
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+ - text: A small cabin on top of a snowy mountain in the style of Disney, artstation
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+ example_title: Snowy disney cabin
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+ extra_gated_prompt: "This model is open access and available to all, with a CreativeML\
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+ \ OpenRAIL-M license further specifying rights and usage.\nThe CreativeML OpenRAIL\
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+ \ License specifies: \n\n1. You can't use the model to deliberately produce nor\
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+ \ share illegal or harmful outputs or content \n2. The authors claim no rights on\
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+ \ the outputs you generate, you are free to use them and are accountable for their\
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+ \ use which must not go against the provisions set in the license\n3. You may re-distribute\
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+ \ the weights and use the model commercially and/or as a service. If you do, please\
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+ \ be aware you have to include the same use restrictions as the ones in the license\
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+ \ and share a copy of the CreativeML OpenRAIL-M to all your users (please read the\
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+ \ license entirely and carefully)\nPlease read the full license carefully here:\
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+ \ https://huggingface.co/spaces/CompVis/stable-diffusion-license\n "
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+ extra_gated_heading: Please read the LICENSE to access this model
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  ---
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+ # Model Card for TensorVizion/StableDiffusion-1.4-Pruned
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+ This model was created using the [pruna](https://github.com/PrunaAI/pruna) library. Pruna is a model optimization framework built for developers, enabling you to deliver more efficient models with minimal implementation overhead.
 
 
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+ ## Usage
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+ First things first, you need to install the pruna library:
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+
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+ ```bash
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+ pip install pruna
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+ ```
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+
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+ You can [use the library_name library to load the model](https://huggingface.co/TensorVizion/StableDiffusion-1.4-Pruned?library=library_name) but this might not include all optimizations by default.
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+
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+ To ensure that all optimizations are applied, use the pruna library to load the model using the following code:
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+
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+ ```python
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+ from pruna import PrunaModel
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+
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+ loaded_model = PrunaModel.from_pretrained(
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+ "TensorVizion/StableDiffusion-1.4-Pruned"
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+ )
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+ # we can then run inference using the methods supported by the base model
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+ ```
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+
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+ Alternatively, you can visit [the Pruna documentation](https://docs.pruna.ai/en/stable/) for more information.
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+
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+ ## Smash Configuration
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+
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+ The compression configuration of the model is stored in the `smash_config.json` file, which describes the optimization methods that were applied to the model.
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+
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+ ```bash
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+ {
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+ "awq": false,
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+ "c_generate": false,
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+ "c_translate": false,
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+ "c_whisper": false,
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+ "deepcache": true,
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+ "stable_fast": false,
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+ "text_to_image_distillation_inplace_perp": false,
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+ "reapply_after_load": {
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+ }
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+ }
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+ ```
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+
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+ ## 🌍 Join the Pruna AI community!
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+
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+ [![Twitter](https://img.shields.io/twitter/follow/PrunaAI?style=social)](https://twitter.com/PrunaAI)
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+ [![GitHub](https://img.shields.io/github/followers/PrunaAI?label=Follow%20%40PrunaAI&style=social)](https://github.com/PrunaAI)
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+ [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
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+ [![Discord](https://img.shields.io/badge/Discord-Join%20Us-blue?style=social&logo=discord)](https://discord.gg/JFQmtFKCjd)
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+ [![Reddit](https://img.shields.io/reddit/subreddit-subscribers/PrunaAI?style=social)](https://www.reddit.com/r/PrunaAI/)
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