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+ ---
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+ language:
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+ - pl
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+ license: apache-2.0
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+ library_name: transformers
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+ tags:
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+ - finetuned
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+ - gguf
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+ inference: false
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+ pipeline_tag: text-generation
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+ ---
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+ <p align="center">
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+ <img src="https://huggingface.co/speakleash/Bielik-7B-Instruct-v0.1-GGUF/raw/main/speakleash_cyfronet.png">
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+ </p>
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+
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+ # Bielik-11B-v2.2-Instruct-GGUF
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+
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+ This repo contains GGUF format model files for [SpeakLeash](https://speakleash.org/)'s [Bielik-11B-v.2.2-Instruct](https://huggingface.co/speakleash/Bielik-11B-v2.2-Instruct).
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+
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+ <b><u>DISCLAIMER: Be aware that quantised models show reduced response quality and possible hallucinations!</u></b><br>
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+
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+ Simple Colab notebook for testing: https://colab.research.google.com/drive/1Al9glPVCuOXbtDsks8cMcuzkuu8YDzpg?usp=sharing
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+
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+ ### Available quantization formats
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+ * **q4_k_m:** Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q4_K
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+ * **q5_k_m:** Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q5_K
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+ * **q6_k:** Uses Q8_K for all tensors
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+ * **q8_0:** Almost indistinguishable from float16. High resource use and slow. Not recommended for most users.
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+
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+ ### Model description:
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+
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+ * **Developed by:** [SpeakLeash](https://speakleash.org/)
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+ * **Language:** Polish
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+ * **Model type:** causal decoder-only
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+ * **Quant from:** [Bielik-11B-v2.2-Instruct](https://huggingface.co/speakleash/Bielik-11B-v2.2-Instruct)
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+ * **Finetuned from:** [Bielik-11B](https://huggingface.co/speakleash/Bielik-11B)
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+ * **License:** apache-2.0
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+
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+ ### About GGUF
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+
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+ GGUF is a new format introduced by the llama.cpp team on August 21st 2023.
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+
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+ Here is an incomplete list of clients and libraries that are known to support GGUF:
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+ * [llama.cpp](https://github.com/ggerganov/llama.cpp). The source project for GGUF. Offers a CLI and a server option.
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+ * [text-generation-webui](https://github.com/oobabooga/text-generation-webui), the most widely used web UI, with many features and powerful extensions. Supports GPU acceleration.
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+ * [KoboldCpp](https://github.com/LostRuins/koboldcpp), a fully featured web UI, with GPU accel across all platforms and GPU architectures. Especially good for story telling.
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+ * [GPT4All](https://gpt4all.io/index.html), a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel.
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+ * [LM Studio](https://lmstudio.ai/), an easy-to-use and powerful local GUI for Windows, macOS (Silicon) and Linux, with GPU acceleration
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+ * [LoLLMS Web UI](https://github.com/ParisNeo/lollms-webui), a great web UI with many interesting and unique features, including a full model library for easy model selection.
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+ * [Faraday.dev](https://faraday.dev/), an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration.
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+ * [llama-cpp-python](https://github.com/abetlen/llama-cpp-python), a Python library with GPU accel, LangChain support, and OpenAI-compatible API server.
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+ * [candle](https://github.com/huggingface/candle), a Rust ML framework with a focus on performance, including GPU support, and ease of use.
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+ * [ctransformers](https://github.com/marella/ctransformers), a Python library with GPU accel, LangChain support, and OpenAI-compatible AI server. Note ctransformers has not been updated in a long time and does not support many recent models.
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+
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+
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+ ## Contact Us
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+
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+ If you have any questions or suggestions, please use the discussion tab. If you want to contact us directly, join our [Discord SpeakLeash](https://discord.gg/3G9DVM39).