Fix typos in README links and descriptions

Author: anxiangsir

README.md

@@ -25,8 +25,8 @@
     <img alt="HF Mid-Training Dataset Downloads" src="https://img.shields.io/badge/dynamic/json?url=https://huggingface.co/api/datasets/lmms-lab/LLaVA-One-Vision-1.5-Mid-Training-85M&amp;query=downloads&amp;label=Mid%20Training%20DATA%20Downloads&amp;color=green&amp;logo=huggingface&amp">
   </a>
   <!-- Instruct Dataset Downloads -->
-  <a href="https://huggingface.co/datasets/lmms-lab/LLaVA-OneVision-1.5-Insturct-Data">
-    <img alt="HF Instruct Dataset Downloads" src="https://img.shields.io/badge/dynamic/json?url=https://huggingface.co/api/datasets/lmms-lab/LLaVA-OneVision-1.5-Insturct-Data&amp;query=downloads&amp;label=Instruct%20DATA%20Downloads&amp;color=blue&amp;logo=huggingface&amp">
+  <a href="https://huggingface.co/datasets/lmms-lab/LLaVA-OneVision-1.5-Instruct-Data">
+    <img alt="HF Instruct Dataset Downloads" src="https://img.shields.io/badge/dynamic/json?url=https://huggingface.co/api/datasets/lmms-lab/LLaVA-OneVision-1.5-Instruct-Data&amp;query=downloads&amp;label=Instruct%20DATA%20Downloads&amp;color=blue&amp;logo=huggingface&amp">
   </a>
   <!-- Model Downloads -->
   <a href="https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Instruct">
@@ -114,8 +114,8 @@ Meticulously curated **pre-training and SFT data** with rigorous filtering and q
 |--------------------------|--------------------------------------------------------------------------------------------------------|-------------|
 | LLaVA-OV-1.5-4B-Instruct | [🤗 HF / 4B-Instruct](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-4B-Instruct)                | [📈 Tensorboard](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-4B-Instruct/tensorboard) |
 | LLaVA-OV-1.5-8B-Instruct | [🤗 HF / 8B-Instruct](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Instruct)                | [📈 Tensorboard](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Instruct/tensorboard) |
-| LLaVA-OV-1.5-4B-Base     | [🤗 HF / 4B-Base](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-4B-Base)                        | [📈 Tensorboard](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Instruct/tensorboard) |
-| LLaVA-OV-1.5-8B-Base     | [🤗 HF / 8B-Base](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Base)                        | Uploading… |
+| LLaVA-OV-1.5-4B-Base     | [🤗 HF / 4B-Base](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-4B-Base)                        | [📈 Tensorboard](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-4B-Instruct/tensorboard) |
+| LLaVA-OV-1.5-8B-Base     | [🤗 HF / 8B-Base](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Base)                        | [📈 Tensorboard](https://huggingface.co/lmms-lab/LLaVA-OneVision-1.5-8B-Instruct/tensorboard) |
 ## Datasets
 
 ![Dataset Visualization](asset/dataset.jpg)
@@ -128,7 +128,7 @@ Meticulously curated **pre-training and SFT data** with rigorous filtering and q
 | Description        | Link                                                                                                   | Status      |
 |--------------------|--------------------------------------------------------------------------------------------------------|-------------|
 | LLaVA-OV-1.5-Mid-Training-85M   | [🤗HF / Mid-Training 85M](https://huggingface.co/datasets/lmms-lab/LLaVA-One-Vision-1.5-Mid-Training-85M) | Uploading…  |
-| LLaVA-OV-1.5-Instruct           | [🤗HF / Insturct-Data](https://huggingface.co/datasets/lmms-lab/LLaVA-OneVision-1.5-Insturct-Data)        | Uploading…  |
+| LLaVA-OV-1.5-Instruct           | [🤗HF / Insturct-Data](https://huggingface.co/datasets/lmms-lab/LLaVA-OneVision-1.5-Instruct-Data)        | Uploading…  |
 
 
 ## Evaluation Results
@@ -151,7 +151,7 @@ model = AutoModelForCausalLM.from_pretrained(
     model_path, torch_dtype="auto", device_map="auto", trust_remote_code=True
 )
 
-# default processer
+# default processor
 processor = AutoProcessor.from_pretrained(model_path, trust_remote_code=True)
 
 messages = [