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- license: mit
 
 
 
 
 
 
 
 
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+ license: apache-2.0
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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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+ datasets:
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+ - nomic-ai/gpt4all-j-prompt-generations
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  ---
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+
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+ # GGML converted version of [Nomic AI](https://huggingface.co/nomic-ai) GPT4All-J-v1.0 models
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+
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+ ## Description
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+
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+ An Apache-2 licensed chatbot trained over a massive curated corpus of assistant interactions including word problems, multi-turn dialogue, code, poems, songs, and stories.
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+
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+
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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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+ | [gpt4all-j-f16.bin](https://huggingface.co/rustformers/gpt4all-j-ggml/blob/main/gpt4all-j-f16.bin) | [nomic-ai/gpt4all-j](https://huggingface.co/nomic-ai/gpt4all-j) | F16 | GGML | V3 |
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+ | [gpt4all-j-q4_0.bin](https://huggingface.co/rustformers/gpt4all-j-ggml/blob/main/gpt4all-j-q4_0.bin) | [nomic-ai/gpt4all-j](https://huggingface.co/nomic-ai/gpt4all-j) | Q4_0 | GGML | V3 |
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+ | [gpt4all-j-q4_0-ggjt.bin](https://huggingface.co/rustformers/gpt4all-j-ggml/blob/main/gpt4all-j-q4_0-ggjt.bin) | [nomic-ai/gpt4all-j](https://huggingface.co/nomic-ai/gpt4all-j) | Q4_0 | GGJT | V3 |
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+ | [gpt4all-j-q5_1-ggjt.bin](https://huggingface.co/rustformers/gpt4all-j-ggml/blob/main/gpt4all-j-q5_1-ggjt.bin) | [nomic-ai/gpt4all-j](https://huggingface.co/nomic-ai/gpt4all-j) | Q5_1 | GGJT | V3 |
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+
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+ ## Usage
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+
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+ ### Python via [llm-rs](https://github.com/LLukas22/llm-rs-python):
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+
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+ #### Installation
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+ Via pip: `pip install llm-rs`
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+
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+ #### Run inference
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+ ```python
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+ from llm_rs import AutoModel
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+
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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/gpt4all-j-ggml",model_file="gpt4all-j-q4_0-ggjt.bin")
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+
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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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+
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+ ### Rust via [Rustformers/llm](https://github.com/rustformers/llm):
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+
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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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+
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+ #### Run inference
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+ ```
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+ cargo run --release -- gptj infer -m path/to/model.bin -p "Tell me how cool the Rust programming language is:"
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+ ```