---
base_model:
- mistralai/Mistral-7B-v0.1
tags:
- qlora
- dto
language: 
  - "en" 
library_name: transformers
license: "apache-2.0"
---
# Garten2-7B-GGUF


## Description

This repo contains GGUF format model files for Garten2-7B-GGUF.

## Files Provided

|          Name           |  Quant  | Bits | File Size |              Remark              |
| ----------------------- | ------- | ---- | --------- | -------------------------------- |
| garten2-7b.IQ3_XXS.gguf |	IQ3_XXS |  3   |  3.02 GB  | 3.06 bpw quantization            |
| garten2-7b.IQ3_S.gguf   | IQ3_S   |  3   |  3.18 GB  | 3.44 bpw quantization            |
| garten2-7b.IQ3_M.gguf   | IQ3_M   |  3   |  3.28 GB  | 3.66 bpw quantization mix        |
| garten2-7b.Q4_0.gguf    | Q4_0    |  4   |  4.11 GB  | 3.56G, +0.2166 ppl               |
| garten2-7b.IQ4_NL.gguf  | IQ4_NL  |  4   |  4.16 GB  | 4.25 bpw non-linear quantization |
| garten2-7b.Q4_K_M.gguf  | Q4_K_M  |  4   |  4.37 GB  | 3.80G, +0.0532 ppl               |
| garten2-7b.Q5_K_M.gguf  | Q5_K_M  |  5   |  5.13 GB  | 4.45G, +0.0122 ppl               |
| garten2-7b.Q6_K.gguf    | Q6_K    |  6   |  5.94 GB  | 5.15G, +0.0008 ppl               |
| garten2-7b.Q8_0.gguf    | Q8_0    |  8   |  7.70 GB  | 6.70G, +0.0004 ppl               |

## Parameters

| path                 | type    | architecture       | rope_theta | sliding_win | max_pos_embed |
| -------------------- | ------- | ------------------ | ---------- | ----------- | ------------- |
| senseable/Garten2-7B | mistral | MistralForCausalLM | 10000.0    | 4096        | 32768         |

## Benchmarks

![](https://i.ibb.co/TmszRLV/Garten2-7-B.png)

# Original Model Card

# Details

Introducing Garten2-7B, a cutting-edge, small 7B all-purpose Language Model (LLM), designed to redefine the boundaries of artificial intelligence in natural language understanding and generation. Garten2-7B stands out with its unique architecture, expertly crafted to deliver exceptional performance in a wide array of tasks, from conversation to content creation.