Update README.md

.gitattributes

@@ -1,47 +1,47 @@
 *.7z filter=lfs diff=lfs merge=lfs -text
 *.arrow filter=lfs diff=lfs merge=lfs -text
 *.bin filter=lfs diff=lfs merge=lfs -text
-*.bin.* filter=lfs diff=lfs merge=lfs -text
 *.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
 *.ftz filter=lfs diff=lfs merge=lfs -text
 *.gz filter=lfs diff=lfs merge=lfs -text
 *.h5 filter=lfs diff=lfs merge=lfs -text
 *.joblib filter=lfs diff=lfs merge=lfs -text
 *.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
 *.model filter=lfs diff=lfs merge=lfs -text
 *.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
 *.onnx filter=lfs diff=lfs merge=lfs -text
 *.ot filter=lfs diff=lfs merge=lfs -text
 *.parquet filter=lfs diff=lfs merge=lfs -text
 *.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
 *.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
 saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
 *.tflite filter=lfs diff=lfs merge=lfs -text
 *.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
 *.xz filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
-*.zstandard filter=lfs diff=lfs merge=lfs -text
-*.tfevents* filter=lfs diff=lfs merge=lfs -text
-*.db* filter=lfs diff=lfs merge=lfs -text
-*.ark* filter=lfs diff=lfs merge=lfs -text
-**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text
-**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text
-**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.gguf* filter=lfs diff=lfs merge=lfs -text
-*.ggml filter=lfs diff=lfs merge=lfs -text
-*.llamafile* filter=lfs diff=lfs merge=lfs -text
-*.pt2 filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q2_k.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q3_k_l.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q3_k_s.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q4_k_s.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q5_k_s.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q6_k.gguf filter=lfs diff=lfs merge=lfs -text
+aya-expanse-8b-q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,47 +1,162 @@
 ---
-license: Apache License 2.0
+license: apache-2.0
-
+language:
-#model-type:
+- en
-##如 gpt、phi、llama、chatglm、baichuan 等
+- fr
-#- gpt
+- de
-
+- es
-#domain:
+- it
-##如 nlp、cv、audio、multi-modal
+- pt
-#- nlp
+- ja
-
+- ko
-#language:
+- zh
-##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
+- ar
-#- cn 
+- el
-
+- fa
-#metrics:
+- pl
-##如 CIDEr、Blue、ROUGE 等
+- id
-#- CIDEr
+- cs
-
+- he
-#tags:
+- hi
-##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
+- nl
-#- pretrained
+- ro
-
+- ru
-#tools:
+- tr
-##如 vllm、fastchat、llamacpp、AdaSeq 等
+- uk
-#- vllm
+- vi
+base_model:
+- CohereForAI/aya-expanse-8b
+tags:
+- gguf
+- CohereForAI
+- llama-cpp
+- Aya-Expanse-8B-GGUF
+pipeline_tag: text-generation
 ---
-### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重，可浏览“模型文件”页面获取。
+## AYA Expanse 8B Model Files
-#### 您可以通过如下git clone命令，或者ModelScope SDK来下载模型
+
+| File Name                    | Size    | Description           | Upload Status    |
+|------------------------------|---------|-----------------------|------------------|
+| `.gitattributes`             | 2.27 kB | Git attributes file   | Uploaded         |
+| `README.md`                  | 4.53 kB | Documentation file    | Updated 5 days ago |
+| `aya-expanse-8b-q2_k.gguf`   | 3.44 GB | Quantized Q2 model    | Uploaded (LFS)   |
+| `aya-expanse-8b-q3_k_l.gguf` | 4.53 GB | Quantized Q3 (large)  | Uploaded (LFS)   |
+| `aya-expanse-8b-q3_k_m.gguf` | 4.22 GB | Quantized Q3 (medium) | Uploaded (LFS)   |
+| `aya-expanse-8b-q3_k_s.gguf` | 3.87 GB | Quantized Q3 (small)  | Uploaded (LFS)   |
+| `aya-expanse-8b-q4_0.gguf`   | 4.8 GB  | Quantized Q4 model    | Uploaded (LFS)   |
+| `aya-expanse-8b-q4_k_m.gguf` | 5.06 GB | Quantized Q4 (medium) | Uploaded (LFS)   |
+| `aya-expanse-8b-q4_k_s.gguf` | 4.83 GB | Quantized Q4 (small)  | Uploaded (LFS)   |
+| `aya-expanse-8b-q5_0.gguf`   | 5.67 GB | Quantized Q5 model    | Uploaded (LFS)   |
+| `aya-expanse-8b-q5_k_m.gguf` | 5.8 GB  | Quantized Q5 (medium) | Uploaded (LFS)   |
+| `aya-expanse-8b-q5_k_s.gguf` | 5.67 GB | Quantized Q5 (small)  | Uploaded (LFS)   |
+| `aya-expanse-8b-q6_k.gguf`   | 6.6 GB  | Quantized Q6 model    | Uploaded (LFS)   |
+| `aya-expanse-8b-q8_0.gguf`   | 8.54 GB | Quantized Q8 model    | Uploaded (LFS)   |
+
+# Uploaded  model
+
+- **Developed by:** prithivMLmods
+- **License:** apache-2.0
+- **Quants from model :** CohereForAI/aya-expanse-8b
+
+Here's a well-structured README.md documentation for running models with Ollama:
+
+# Run with Ollama 🦙
+
+> [!WARNING]
+> **Note:**  The model name mentioned in the README.md may or may not be same.
+
+## Overview
+
+Ollama is a powerful tool that allows you to run machine learning models effortlessly. This guide will help you download, install, and run your own GGUF models in just a few minutes.
+
+## Table of Contents
+
+| Section                      | Description                      |
+|------------------------------|----------------------------------|
+| [Download and Install Ollama](#download-and-install-ollama)       | Instructions for downloading and installing Ollama. |
+| [Steps to Run GGUF Models](#steps-to-run-gguf-models)             | Guidelines for running GGUF models. |
+| 1. [Create the Model File](#1-create-the-model-file)              | Steps to create the model file. |
+| 2. [Add the Template Command](#2-add-the-template-command)        | Instructions for adding the template command. |
+| 3. [Create and Patch the Model](#3-create-and-patch-the-model)    | Process for creating and patching the model. |
+| [Running the Model](#running-the-model)                           | How to run the model. |
+| [Sample Usage](#sample-usage)                                   | Examples of how to use the model. |
+
+## Download and Install Ollama
+
+To get started, download Ollama from [https://ollama.com/download](https://ollama.com/download) and install it on your Windows or Mac system.
+
+## Steps to Run GGUF Models
+
+### 1. Create the Model File
+First, create a model file and name it appropriately. For example, you can name your model file `metallama`.
+
+### 2. Add the Template Command
+In your model file, include a `FROM` line that specifies the base model file you want to use. For instance:
 
-SDK下载
 ```bash
-#安装ModelScope
+FROM Llama-3.2-1B.F16.gguf
-pip install modelscope
-```
-```python
-#SDK模型下载
-from modelscope import snapshot_download
-model_dir = snapshot_download('prithivMLmods/Aya-Expanse-8B-GGUF')
-```
-Git下载
-```
-#Git模型下载
-git clone https://www.modelscope.cn/prithivMLmods/Aya-Expanse-8B-GGUF.git
 ```
 
-<p style="color: lightgrey;">如果您是本模型的贡献者，我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>，及时完善模型卡片内容。</p>
+Ensure that the model file is in the same directory as your script.
+
+### 3. Create and Patch the Model
+Open your terminal and run the following command to create and patch your model:
+
+```bash
+ollama create metallama -f ./metallama
+```
+
+Once the process is successful, you will see a confirmation message.
+
+To verify that the model was created successfully, you can list all models with:
+
+```bash
+ollama list
+```
+
+Make sure that `metallama` appears in the list of models.
+
+---
+
+## Running the Model
+
+To run your newly created model, use the following command in your terminal:
+
+```bash
+ollama run metallama
+```
+
+### Sample Usage
+
+In the command prompt, you can execute:
+
+```bash
+D:\>ollama run metallama
+```
+
+You can interact with the model like this:
+
+```plaintext
+>>> write a mini passage about space x
+Space X, the private aerospace company founded by Elon Musk, is revolutionizing the field of space exploration.
+With its ambitious goals to make humanity a multi-planetary species and establish a sustainable human presence in
+the cosmos, Space X has become a leading player in the industry. The company's spacecraft, like the Falcon 9, have
+demonstrated remarkable capabilities, allowing for the transport of crews and cargo into space with unprecedented
+efficiency. As technology continues to advance, the possibility of establishing permanent colonies on Mars becomes
+increasingly feasible, thanks in part to the success of reusable rockets that can launch multiple times without
+sustaining significant damage. The journey towards becoming a multi-planetary species is underway, and Space X
+plays a pivotal role in pushing the boundaries of human exploration and settlement.
+```
+
+---
+
+## Conclusion
+
+With these simple steps, you can easily download, install, and run your own models using Ollama. Whether you're exploring the capabilities of Llama or building your own custom models, Ollama makes it accessible and efficient.
+
+
+- This README provides clear instructions and structured information to help users navigate the process of using Ollama effectively. Adjust any sections as needed based on your specific requirements or additional details you may want to include.
+
+
+
+https://huggingface.co/prithivMLmods/Llama-3.2-1B-GGUF/resolve/main/Demo/gguf.gif

aya-expanse-8b-q2_k.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29d12456cd156762ac490558cf39f5004f49ce085cb3603588a88021212fd4b2
+size 3438505408

aya-expanse-8b-q3_k_l.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:690c85c052109d3ea3c57303342e2298c0de39dda3a4695e65685c21d8f4f605
+size 4527975872

aya-expanse-8b-q3_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e6bb47db51225994110be7d6a3368193c9f212bdddcd9018952768b97551a5d
+size 4224937408

aya-expanse-8b-q3_k_s.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35d1ca5cdf6ddc207a70ab90a02571e873acb6866f1a27e1723a542550390961
+size 3870518720

aya-expanse-8b-q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3b852e75df95edd1d1ecc53ca2cd715e3dab43bd957c66ebbfc65479a64974c
+size 4797459904

aya-expanse-8b-q4_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96e7e2feaeb229d97ae2bf31c9b93be0e1ab6f5836c179bc5287a5f3002ac1ce
+size 5056982464

aya-expanse-8b-q4_k_s.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d9288e864804a57772372fc83c43bf2bab20b901fc1ae1f964616d2bf204ec3
+size 4828917184

aya-expanse-8b-q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67109311964532e316ddb484138a2d737c33564147b85c84442435d5bd558ea6
+size 5669875136

aya-expanse-8b-q5_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a51ff84f315d57d976c57406f2b13a370896cb21cf31fe30996513d9e0a16dca
+size 5803568576

aya-expanse-8b-q5_k_s.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd008356780ad44756f5707fca770be38d01f906929c0ee3c037ea1b25e18ab5
+size 5669875136

aya-expanse-8b-q6_k.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89d03c4428ec84708f3a33f346b71776b57e2f48889e8dadd754c46958706b10
+size 6596816320

aya-expanse-8b-q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54ba366ce0a955a89964db43f155d8632282800381043983713870adc72532ab
+size 8541072832

configuration.json

@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}