commit 4d40d7d8517ac82d9afc1a7aba6a31f93ceb049a Author: ModelHub XC Date: Fri Apr 10 10:49:55 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: speakleash/Bielik-11B-v3.0-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b32fe80 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,43 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs 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+inference: false +pipeline_tag: text-generation +base_model: speakleash/Bielik-11B-v3.0-Instruct +--- + +

+ +

+ +# Bielik-11B-v3.0-Instruct-GGUF + +This repo contains GGUF format model files for [SpeakLeash](https://speakleash.org/)'s [Bielik-11B-v3.0-Instruct](https://huggingface.co/speakleash/Bielik-11B-v3.0-Instruct). + +DISCLAIMER: Be aware that quantised models show reduced response quality and possible hallucinations!
+ +### Available quantization formats: +* **q4_k_m:** Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q4_K +* **q5_k_m:** Uses Q6_K for half of the attention.wv and feed_forward.w2 tensors, else Q5_K +* **q6_k:** Uses Q8_K for all tensors +* **q8_0:** Almost indistinguishable from float16. High resource use and slow. Not recommended for most users. +* **16bit:** Converted to FP16 and BF16 GGUF format. + +Bielik 11B v3.0 is on [Ollama](https://ollama.com/SpeakLeash/bielik-11b-v3.0-instruct)! +https://ollama.com/SpeakLeash/bielik-11b-v3.0-instruct + +### Ollama Modfile +The GGUF file can be used with [Ollama](https://ollama.com/). To do this, you need to import the model using the configuration defined in the Modfile. For model eg. Bielik-11B-v3.0-Instruct.Q4_K_M.gguf (full path to model location) Modfile looks like: + +``` +FROM ./Bielik-11B-v3.0-Instruct.Q4_K_M.gguf + +TEMPLATE """{{ if .System }}<|start_header_id|>system<|end_header_id|> + +{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|> + +{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|> + +{{ .Response }}<|eot_id|>""" + +PARAMETER stop "<|start_header_id|>" +PARAMETER stop "<|end_header_id|>" +PARAMETER stop "<|eot_id|>" + +# Remeber to set low temperature for experimental models (1-3bits) +PARAMETER temperature 0.1 + +``` + +Ollama Modfile with tools (already on [Ollama](https://ollama.com/SpeakLeash/bielik-11b-v3.0-instruct)): +``` +FROM ./Bielik-11B-v3.0-Instruct.Q8_0.gguf + +TEMPLATE """{{- /* SYSTEM + TOOLS INJECTION */ -}} +{{- if or .System .Tools -}} +<|im_start|>system +{{- if .System }} +{{ .System }} +{{- end }} + +{{- if .Tools }} +You are provided with tool signatures that you can use to assist with the user's query. +You do not have to use a tool if you can respond adequately without it. +Do not make assumptions about tool arguments. If required parameters are missing, ask a clarification question. + +If you decide to invoke a tool, you MUST respond with ONLY valid JSON in the following format: +{"name":"","arguments":{...}} + +Below is a list of tools you can invoke (JSON): +{{ .Tools }} +{{- end }} +<|im_end|> +{{- end }} + +{{- /* MESSAGES */ -}} +{{- range $i, $_ := .Messages }} +<|im_start|>{{ .Role }} +{{ .Content }}<|im_end|> +{{- end }} + +{{- /* GENERATION PROMPT */ -}} +<|im_start|>assistant""" + +PARAMETER stop "<|start_header_id|>" +PARAMETER stop "<|end_header_id|>" +PARAMETER stop "<|eot_id|>" + +PARAMETER temperature 0.1 +``` + + +### Model description: + +* **Developed by:** [SpeakLeash](https://speakleash.org/) & [ACK Cyfronet AGH](https://www.cyfronet.pl/) +* **Language:** Multilingual (32 European languages, optimized for Polish) +* **Model type:** causal decoder-only +* **Quant from:** [Bielik-11B-v3.0-Instruct](https://huggingface.co/speakleash/Bielik-11B-v3.0-Instruct) +* **Finetuned from:** [speakleash/Bielik-11B-v3-Base-20250730](https://huggingface.co/speakleash/Bielik-11B-v3-Base-20250730) +* **License:** Apache 2.0 + +### About GGUF + +GGUF is a new format introduced by the llama.cpp team on August 21st 2023. + +Here is an incomplete list of clients and libraries that are known to support GGUF: +* [llama.cpp](https://github.com/ggerganov/llama.cpp). The source project for GGUF. Offers a CLI and a server option. +* [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. +* [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. +* [GPT4All](https://gpt4all.io/index.html), a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel. +* [LM Studio](https://lmstudio.ai/), an easy-to-use and powerful local GUI for Windows, macOS (Silicon) and Linux, with GPU acceleration +* [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. +* [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. +* [llama-cpp-python](https://github.com/abetlen/llama-cpp-python), a Python library with GPU accel, LangChain support, and OpenAI-compatible API server. +* [candle](https://github.com/huggingface/candle), a Rust ML framework with a focus on performance, including GPU support, and ease of use. +* [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. + +### Responsible for model quantization +* [Remigiusz Kinas](https://www.linkedin.com/in/remigiusz-kinas/)SpeakLeash - team leadership, conceptualizing, calibration data preparation, process creation and quantized model delivery. +* [Kuba Sołtys](https://www.linkedin.com/in/qooba/)SpeakLeash - prepared a template with tools for Ollama +* [Szymon Baczyński](https://www.linkedin.com/in/szymon-baczynski/)SpeakLeash - team assistant + + +## Contact Us + +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/CPBxPce4).