gguf endpoints_compatible region:us
---
{}
---
Quantization made by Richard Erkhov.

[Github](https://github.com/RichardErkhov)

[Discord](https://discord.gg/pvy7H8DZMG)

[Request more models](https://github.com/RichardErkhov/quant_request)


Gemma2-2B-OpenHermes2.5 - GGUF
- Model creator: https://huggingface.co/artificialguybr/
- Original model: https://huggingface.co/artificialguybr/Gemma2-2B-OpenHermes2.5/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [Gemma2-2B-OpenHermes2.5.Q2_K.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q2_K.gguf) | Q2_K | 1.15GB |
| [Gemma2-2B-OpenHermes2.5.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.IQ3_XS.gguf) | IQ3_XS | 1.22GB |
| [Gemma2-2B-OpenHermes2.5.IQ3_S.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.IQ3_S.gguf) | IQ3_S | 1.27GB |
| [Gemma2-2B-OpenHermes2.5.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q3_K_S.gguf) | Q3_K_S | 1.27GB |
| [Gemma2-2B-OpenHermes2.5.IQ3_M.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.IQ3_M.gguf) | IQ3_M | 1.3GB |
| [Gemma2-2B-OpenHermes2.5.Q3_K.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q3_K.gguf) | Q3_K | 1.36GB |
| [Gemma2-2B-OpenHermes2.5.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q3_K_M.gguf) | Q3_K_M | 1.36GB |
| [Gemma2-2B-OpenHermes2.5.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q3_K_L.gguf) | Q3_K_L | 1.44GB |
| [Gemma2-2B-OpenHermes2.5.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.IQ4_XS.gguf) | IQ4_XS | 1.47GB |
| [Gemma2-2B-OpenHermes2.5.Q4_0.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q4_0.gguf) | Q4_0 | 1.52GB |
| [Gemma2-2B-OpenHermes2.5.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.IQ4_NL.gguf) | IQ4_NL | 1.53GB |
| [Gemma2-2B-OpenHermes2.5.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q4_K_S.gguf) | Q4_K_S | 1.53GB |
| [Gemma2-2B-OpenHermes2.5.Q4_K.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q4_K.gguf) | Q4_K | 1.59GB |
| [Gemma2-2B-OpenHermes2.5.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q4_K_M.gguf) | Q4_K_M | 1.59GB |
| [Gemma2-2B-OpenHermes2.5.Q4_1.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q4_1.gguf) | Q4_1 | 1.64GB |
| [Gemma2-2B-OpenHermes2.5.Q5_0.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q5_0.gguf) | Q5_0 | 1.75GB |
| [Gemma2-2B-OpenHermes2.5.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q5_K_S.gguf) | Q5_K_S | 1.75GB |
| [Gemma2-2B-OpenHermes2.5.Q5_K.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q5_K.gguf) | Q5_K | 1.79GB |
| [Gemma2-2B-OpenHermes2.5.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q5_K_M.gguf) | Q5_K_M | 1.79GB |
| [Gemma2-2B-OpenHermes2.5.Q5_1.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q5_1.gguf) | Q5_1 | 1.87GB |
| [Gemma2-2B-OpenHermes2.5.Q6_K.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q6_K.gguf) | Q6_K | 2.0GB |
| [Gemma2-2B-OpenHermes2.5.Q8_0.gguf](https://huggingface.co/RichardErkhov/artificialguybr_-_Gemma2-2B-OpenHermes2.5-gguf/blob/main/Gemma2-2B-OpenHermes2.5.Q8_0.gguf) | Q8_0 | 2.59GB |




Original model description:
---
tags:
  - GEMMA
  - instruct
  - finetune
  - chatml
  - gpt4
  - synthetic data
  - distillation
model-index:
  - name: google/gemma-2-2b
    results: []
license: apache-2.0
language:
  - en
library_name: transformers
datasets:
- teknium/OpenHermes-2.5
---

# Model Card for GEMMA2-2B-openhermes-2.5

This model is a fine-tuned version of Gemma 2 -2B on the OpenHermes-2.5 dataset.

## Model Details

### Model Description

This is a fine-tuned version of the google/gemma-2-2b model, trained on the OpenHermes-2.5 dataset. It is designed for instruction following and general language tasks.

- **Developed by:** artificialguybr
- **Model type:** Causal Language Model
- **Language(s):** English
- **License:** apache-2.0
- **Finetuned from model:** google/gemma-2-2b

### Model Sources

- **Repository:** https://huggingface.co/artificialguybr/Gemma2-2B-OpenHermes2.5

## Uses

This model can be used for various natural language processing tasks, particularly those involving instruction following and general language understanding.

### Direct Use

The model can be used for tasks such as text generation, question answering, and other language-related applications.

### Out-of-Scope Use

The model should not be used for generating harmful or biased content. Users should be aware of potential biases in the training data.

## Training Details

### Training Data

The model was fine-tuned on the teknium/OpenHermes-2.5 dataset.

### Training Procedure

#### Hardware and Software

- **Hardware:** NVIDIA A100-SXM4-80GB (1 GPU)
- **Software Framework:** 🤗 Transformers, Axolotl

## Limitations and Biases

More information is needed about specific limitations and biases of this model.


