---
license: apache-2.0
language:
- en
tags:
- llm-rs
- ggml
pipeline_tag: text-generation
datasets:
- nomic-ai/gpt4all-j-prompt-generations
---

# GGML converted version of [Nomic AI](https://huggingface.co/nomic-ai) GPT4All-J-v1.0 models

## Description

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.


## Converted Models
| Name                                                                                                           | Based on                                                        | Type   | Container   | GGML Version   |
|:---------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------|:-------|:------------|:---------------|
| [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             |
| [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             |
| [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             |
| [gpt4all-j-q5_1.bin](https://huggingface.co/rustformers/gpt4all-j-ggml/blob/main/gpt4all-j-q5_1.bin)           | [nomic-ai/gpt4all-j](https://huggingface.co/nomic-ai/gpt4all-j) | Q5_1   | GGML        | V3             |
| [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             |

## Usage

### Python via [llm-rs](https://github.com/LLukas22/llm-rs-python):

#### Installation
Via pip: `pip install llm-rs`

#### Run inference
```python
from llm_rs import AutoModel

#Load the model, define any model you like from the list above as the `model_file`
model = AutoModel.from_pretrained("rustformers/gpt4all-j-ggml",model_file="gpt4all-j-q4_0-ggjt.bin")

#Generate
print(model.generate("The meaning of life is"))
```

### Rust via [Rustformers/llm](https://github.com/rustformers/llm): 

#### Installation
```
git clone --recurse-submodules https://github.com/rustformers/llm.git
cd llm
cargo build --release
```

#### Run inference
```
cargo run --release -- gptj infer -m path/to/model.bin  -p "Tell me how cool the Rust programming language is:"
```