|
--- |
|
library_name: transformers |
|
tags: |
|
- text-generation-inference |
|
- quantized |
|
- finetuned |
|
- gptq |
|
- mistral |
|
license: apache-2.0 |
|
language: |
|
- en |
|
--- |
|
|
|
GPTQ 4-bit Quantized Mistral-7B-Instruct-v0.2 Model |
|
|
|
Model Version: 1.0 |
|
|
|
Model Creator: CollAIborator (https://www.collaiborate.com) |
|
|
|
Model Overview: This repo contains 4 Bit quantized GPTQ model files from mistralai/Mistral-7B-Instruct-v0.2. This model is an optimized version to run on lower config GPUs and comes with a small quality degradation from the original model but the intent was to make Mistral-7B-Instruct-v0.2 available for use in smaller GPUs with maximum improvement in latency and throughput. |
|
|
|
Intended Use: The GPTQ 4-bit Quantized Mistral-7B-Instruct-v0.2 Model is intended to be used for tasks involving instructional text comprehension, such as question answering, summarization, and instructional text generation. It can be deployed in applications where understanding and generating instructional content is crucial, including educational platforms, virtual assistants, and content recommendation systems. |
|
|
|
Limitations and Considerations: While the GPTQ 4-bit Quantized Mistral-7B-Instruct-v0.2 Model demonstrates strong performance in tasks related to instructional text comprehension, it may not perform optimally in domains or tasks outside its training data distribution. Users should evaluate the model's performance on specific tasks and datasets before deploying it in production environments. |
|
|
|
Ethical Considerations: As with any language model, the GPTQ 4-bit Quantized Mistral-7B-Instruct-v0.2 Model can potentially generate biased or inappropriate content based on the input it receives. Users are encouraged to monitor and evaluate the model's outputs to ensure they align with ethical guidelines and do not propagate harmful stereotypes or misinformation. |
|
|
|
Disclaimer: The GPTQ 4-bit Quantized Mistral-7B-Instruct-v0.2 Model is provided by CollAIborator and is offered as-is, without any warranty or guarantee of performance. Users are solely responsible for the use and outcomes of the model in their applications. |
|
|
|
|
|
Developed by: CollAIborator team |
|
|
|
Model type: Text Generation |
|
|
|
Language(s) (NLP): en |
|
|
|
License: apache-2.0 |
|
|
|
Finetuned from model [optional]: mistralai/Mistral-7B-Instruct-v0.2 |
