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@@ -19,20 +19,20 @@ The training was done on 3,072 V100 GPUs provided as part of the INCITE 2023 pro
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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-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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@@ -46,11 +46,18 @@ Via pip: `pip install llm-rs`
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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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+
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+ #### Installation
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+ Download the installer at [www.localai.app](https://www.localai.app/).
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+
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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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