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README.md
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## Converted Models:
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| [RedPajama-INCITE-Base-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q5_1 | GGJT | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q5_1 | GGJT | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q5_1 | GGJT | V3 |
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## Usage
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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/redpajama-ggml",model_file="RedPajama-INCITE-Base-3B-v1-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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## Converted Models:
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| Name | Based on | Type | Container | GGML Version |
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|:--------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------|:-------|:------------|:---------------|
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| [RedPajama-INCITE-Base-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Base-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Base-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Base-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Base-3B-v1) | Q5_1 | GGJT | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Chat-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Chat-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) | Q5_1 | GGJT | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-f16.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-f16.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | F16 | GGML | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q4_0.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q4_0.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q4_0 | GGML | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q4_0-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q4_0-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q4_0 | GGJT | V3 |
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| [RedPajama-INCITE-Instruct-3B-v1-q5_1-ggjt.bin](https://huggingface.co/rustformers/redpajama-3b-ggml/blob/main/RedPajama-INCITE-Instruct-3B-v1-q5_1-ggjt.bin) | [togethercomputer/RedPajama-INCITE-Instruct-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1) | Q5_1 | GGJT | V3 |
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## Usage
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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/redpajama-3b-ggml",model_file="RedPajama-INCITE-Base-3B-v1-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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### Using [local.ai](https://github.com/louisgv/local.ai) GUI
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#### Installation
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Download the installer at [www.localai.app](https://www.localai.app/).
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#### Running Inference
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Download your preferred model and place it in the "models" directory. Subsequently, you can start a chat session with your model directly from the interface.
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### Rust via [Rustformers/llm](https://github.com/rustformers/llm):
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