
# 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:"
```
{"language": ["en"], "license": "apache-2.0", "tags": ["llm-rs", "ggml"], "datasets": ["nomic-ai/gpt4all-j-prompt-generations"], "pipeline_tag": "text-generation"}
transformers llm-rs ggml text-generation en dataset:nomic-ai/gpt4all-j-prompt-generations license:apache-2.0 endpoints_compatible region:us
TAGS
#transformers #llm-rs #ggml #text-generation #en #dataset-nomic-ai/gpt4all-j-prompt-generations #license-apache-2.0 #endpoints_compatible #region-us 

GGML converted version of 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
----------------



Usage
-----


### Python via llm-rs:


#### Installation


Via pip: 'pip install llm-rs'


#### Run inference


### Rust via Rustformers/llm:


#### Installation


#### Run inference



### Python via llm-rs: #### Installation


Via pip: 'pip install llm-rs' #### Run inference ### Rust via Rustformers/llm: #### Installation #### Run inference
TAGS
#transformers #llm-rs #ggml #text-generation #en #dataset-nomic-ai/gpt4all-j-prompt-generations #license-apache-2.0 #endpoints_compatible #region-us 
 ### Python via llm-rs: #### Installation


Via pip: 'pip install llm-rs' #### Run inference ### Rust via Rustformers/llm: #### Installation #### Run inference