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--- |
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license: cc-by-sa-4.0 |
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language: |
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- en |
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tags: |
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- llm-rs |
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- ggml |
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pipeline_tag: text-generation |
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--- |
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# GGML converted version of [StabilityAI](https://huggingface.co/stabilityai)'s StableLM models |
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## Description |
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`StableLM-Base-Alpha` is a suite of 3B and 7B parameter decoder-only language models pre-trained on a diverse collection of English and Code datasets with a sequence length of 4096 to push beyond the context window limitations of existing open-source language models. |
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## Converted Models |
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| Name | Based on | Type | Container | GGML Version | |
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|:------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------|:-------|:------------|:---------------| |
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| [stablelm-base-alpha-3b-f16.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-3b-f16.bin) | [stabilityai/stablelm-base-alpha-3b](https://huggingface.co/stabilityai/stablelm-base-alpha-3b) | F16 | GGML | V3 | |
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| [stablelm-base-alpha-3b-q4_0.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-3b-q4_0.bin) | [stabilityai/stablelm-base-alpha-3b](https://huggingface.co/stabilityai/stablelm-base-alpha-3b) | Q4_0 | GGML | V3 | |
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| [stablelm-base-alpha-3b-q4_0-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-3b-q4_0-ggjt.bin) | [stabilityai/stablelm-base-alpha-3b](https://huggingface.co/stabilityai/stablelm-base-alpha-3b) | Q4_0 | GGJT | V3 | |
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| [stablelm-base-alpha-3b-q5_1-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-3b-q5_1-ggjt.bin) | [stabilityai/stablelm-base-alpha-3b](https://huggingface.co/stabilityai/stablelm-base-alpha-3b) | Q5_1 | GGJT | V3 | |
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| [stablelm-base-alpha-7b-f16.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-7b-f16.bin) | [stabilityai/stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | F16 | GGML | V3 | |
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| [stablelm-base-alpha-7b-q4_0.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-7b-q4_0.bin) | [stabilityai/stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | Q4_0 | GGML | V3 | |
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| [stablelm-base-alpha-7b-q4_0-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-7b-q4_0-ggjt.bin) | [stabilityai/stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | Q4_0 | GGJT | V3 | |
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| [stablelm-base-alpha-7b-q5_1-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-base-alpha-7b-q5_1-ggjt.bin) | [stabilityai/stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | Q5_1 | GGJT | V3 | |
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| [stablelm-tuned-alpha-3b-f16.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-3b-f16.bin) | [stabilityai/stablelm-tuned-alpha-3b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-3b) | F16 | GGML | V3 | |
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| [stablelm-tuned-alpha-3b-q4_0.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-3b-q4_0.bin) | [stabilityai/stablelm-tuned-alpha-3b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-3b) | Q4_0 | GGML | V3 | |
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| [stablelm-tuned-alpha-3b-q4_0-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-3b-q4_0-ggjt.bin) | [stabilityai/stablelm-tuned-alpha-3b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-3b) | Q4_0 | GGJT | V3 | |
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| [stablelm-tuned-alpha-3b-q5_1-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-3b-q5_1-ggjt.bin) | [stabilityai/stablelm-tuned-alpha-3b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-3b) | Q5_1 | GGJT | V3 | |
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| [stablelm-tuned-alpha-7b-f16.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-7b-f16.bin) | [stabilityai/stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | F16 | GGML | V3 | |
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| [stablelm-tuned-alpha-7b-q4_0.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-7b-q4_0.bin) | [stabilityai/stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | Q4_0 | GGML | V3 | |
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| [stablelm-tuned-alpha-7b-q4_0-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-7b-q4_0-ggjt.bin) | [stabilityai/stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | Q4_0 | GGJT | V3 | |
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| [stablelm-tuned-alpha-7b-q5_1-ggjt.bin](https://huggingface.co/rustformers/stablelm-ggml/blob/main/stablelm-tuned-alpha-7b-q5_1-ggjt.bin) | [stabilityai/stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | Q5_1 | GGJT | V3 | |
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## Usage |
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### Python via [llm-rs](https://github.com/LLukas22/llm-rs-python): |
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#### Installation |
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Via pip: `pip install llm-rs` |
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#### Run inference |
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```python |
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from llm_rs import AutoModel |
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#Load the model, define any model you like from the list above as the `model_file` |
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model = AutoModel.from_pretrained("rustformers/stablelm-ggml",model_file="stablelm-base-alpha-3b-q4_0-ggjt.bin") |
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#Generate |
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print(model.generate("The meaning of life is")) |
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``` |
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### Rust via [Rustformers/llm](https://github.com/rustformers/llm): |
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#### Installation |
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``` |
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git clone --recurse-submodules https://github.com/rustformers/llm.git |
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cd llm |
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cargo build --release |
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``` |
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#### Run inference |
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``` |
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cargo run --release -- gptneox infer -m path/to/model.bin -p "Tell me how cool the Rust programming language is:" |
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``` |
