Update README.md

README.md

@@ -1,30 +1,96 @@
 ---
 base_model:
-- YOYO-AI/Qwen2.5-32B-YOYO-karcher-base
-- YOYO-AI/Qwen2.5-32B-YOYO-karcher
+- Qwen/Qwen2.5-Coder-32B
+- Qwen/Qwen2.5-Coder-32B-Instruct
+- tanliboy/lambda-qwen2.5-32b-dpo-test
+- deepcogito/cogito-v1-preview-qwen-32B
+- Qwen/Qwen2.5-32B-Instruct
+- Qwen/QwQ-32B
+- fblgit/TheBeagle-v2beta-32B-MGS
+- Skywork/Skywork-OR1-32B-Preview
+- qihoo360/Light-R1-32B
+- AXCXEPT/EZO-Qwen2.5-32B-Instruct
+- Qwen/Qwen2.5-32B
+- EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+- arcee-ai/Virtuoso-Medium-v2
+- Azure99/Blossom-V6-32B
 library_name: transformers
 tags:
 - mergekit
 - merge
-
+license: apache-2.0
+language:
+- en
+- zh
+pipeline_tag: text-generation
 ---
-# merge
-
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
-
-## Merge Details
-### Merge Method
-
-This model was merged using the [DELLA](https://arxiv.org/abs/2406.11617) merge method using [YOYO-AI/Qwen2.5-32B-YOYO-karcher-base](https://huggingface.co/YOYO-AI/Qwen2.5-32B-YOYO-karcher-base) as a base.
+# Qwen2.5-32B-YOYO-V2
+*The YOYO Second Generation **32B** Model is Released!*
+***Highlights:***
+*1. Using the **Karcher** merging method.*
+*2. Integrating **high-performance 32B models** from the open-source community.*
 
-### Models Merged
-
-The following models were included in the merge:
-* [YOYO-AI/Qwen2.5-32B-YOYO-karcher](https://huggingface.co/YOYO-AI/Qwen2.5-32B-YOYO-karcher)
-
-### Configuration
-
-The following YAML configuration was used to produce this model:
+## First stage:
+*Make a code model:*
+```yaml
+models:
+  - model: Qwen/Qwen2.5-Coder-32B-instruct
+    parameters:
+      density: 1 
+      weight: 1
+      lambda: 0.9
+merge_method: della
+base_model: Qwen/Qwen2.5-Coder-32B
+parameters:
+  density: 1
+  weight: 1
+  lambda: 0.9
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+name: YOYO-AI/Qwen2.5-Coder-32B-YOYO
+```
+## Second stage:
+*Make an instruction model:*
+```yaml
+models:
+  - model: YOYO-AI/Qwen2.5-Coder-32B-YOYO
+  - model: Qwen/QwQ-32B
+  - model: Skywork/Skywork-OR1-32B-Preview
+  - model: deepcogito/cogito-v1-preview-qwen-32B
+  - model: qihoo360/Light-R1-32B
+  - model: AXCXEPT/EZO-Qwen2.5-32B-Instruct
+  - model: fblgit/TheBeagle-v2beta-32B-MGS
+  - model: tanliboy/lambda-qwen2.5-32b-dpo-test
+  - model: Qwen/Qwen2.5-32B-Instruct
+merge_method: karcher
+base_model: Qwen/Qwen2.5-32B-Instruct
+parameters:
+  max_iter: 1000
+normalize: true
+int8_mask: true
+tokenizer_source: base
+dtype: float16
+name: YOYO-AI/Qwen2.5-32B-YOYO-karcher
+```
+## Third stage:
+*Make a base model:*
+```yaml
+models:
+  - model: EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+  - model: Azure99/Blossom-V6-32B
+  - model: arcee-ai/Virtuoso-Medium-v2
+merge_method: karcher
+base_model: Qwen/Qwen2.5-32B
+parameters:
+  max_iter: 1000
+normalize: true
+int8_mask: true
+tokenizer_source: base
+dtype: float16
+name: YOYO-AI/Qwen2.5-32B-YOYO-karcher-base
+```
+## Final stage:
 
 ```yaml
 models:
@@ -43,4 +109,5 @@ parameters:
   int8_mask: true
 dtype: bfloat16
 tokenizer_source: base
-```
+name: YOYO-AI/Qwen2.5-32B-YOYO-V2
+```