From 8f7d07b67335a9e95ab83f82da781042c4d2fe2d Mon Sep 17 00:00:00 2001
From: endomorphosis <endomorphosis@users.noreply.github.com>
Date: Mon, 15 Jul 2024 03:55:46 -0700
Subject: [PATCH] Update README.md

---
 README.md | 79 ++++++++++++++++++++++++++++---------------------------
 1 file changed, 40 insertions(+), 39 deletions(-)

diff --git a/README.md b/README.md
index d81adf2..4e9e28a 100644
--- a/README.md
+++ b/README.md
@@ -1,42 +1,4 @@
-# IPFS Huggingface Bridge
-
-for transformers.js visit:                          
-https://github.com/endomorphosis/ipfs_transformers_js
-
-for huggingface datasets python library visit:
-https://github.com/endomorphosis/ipfs_datasets
-
-for faiss KNN index python library visit:
-https://github.com/endomorphosis/ipfs_faiss
-
-for orbitdb_kit nodejs library visit:
-https://github.com/endomorphosis/orbitdb_kit/
-
-for python model manager library visit: 
-https://github.com/endomorphosis/ipfs_model_manager/
-
-for nodejs model manager library visit: 
-https://github.com/endomorphosis/ipfs_model_manager_js/
-
-for nodejs ipfs huggingface scraper with pinning services visit:
-https://github.com/endomorphosis/ipfs_huggingface_scraper/
-
-for ipfs huggingface agents visit:
-https://github.com/endomorphosis/ipfs_agents
-
-for ipfs huggingface accelerate visit:
-https://github.com/endomorphosis/ipfs_accelerate
-
-for ipfs_kit visit:
-https://github.com/endomorphosis/ipfs_kit
-
-for ipfs_kit_js visit:
-https://github.com/endomorphosis/ipfs_kit_js
-
-Author - Benjamin Barber
-QA - Kevin De Haan
-
-# About
+# IPFS Huggingface Transformers
 
 This is a model manager and wrapper for huggingface, looks up a index of models from an collection of models, and will download a model from either https/s3/ipfs, depending on which source is the fastest.
 
@@ -78,3 +40,42 @@ model = T5Model.from_auto_download(
     }
 )
 ~~~
+
+
+# IPFS Huggingface Bridge
+
+for transformers.js visit:                          
+https://github.com/endomorphosis/ipfs_transformers_js
+
+for huggingface datasets python library visit:
+https://github.com/endomorphosis/ipfs_datasets
+
+for faiss KNN index python library visit:
+https://github.com/endomorphosis/ipfs_faiss
+
+for orbitdb_kit nodejs library visit:
+https://github.com/endomorphosis/orbitdb_kit/
+
+for python model manager library visit: 
+https://github.com/endomorphosis/ipfs_model_manager/
+
+for nodejs model manager library visit: 
+https://github.com/endomorphosis/ipfs_model_manager_js/
+
+for nodejs ipfs huggingface scraper with pinning services visit:
+https://github.com/endomorphosis/ipfs_huggingface_scraper/
+
+for ipfs huggingface agents visit:
+https://github.com/endomorphosis/ipfs_agents
+
+for ipfs huggingface accelerate visit:
+https://github.com/endomorphosis/ipfs_accelerate
+
+for ipfs_kit visit:
+https://github.com/endomorphosis/ipfs_kit
+
+for ipfs_kit_js visit:
+https://github.com/endomorphosis/ipfs_kit_js
+
+Author - Benjamin Barber
+QA - Kevin De Haan