Update README.md

README.md

@@ -4,4 +4,46 @@ pipeline_tag: text-generation
 base_model: RDson/CoderO1-DeepSeekR1-14B-Preview
 ---
 
-GGUF files of [RDson/CoderO1-DeepSeekR1-14B-Preview](https://huggingface.co/RDson/CoderO1-DeepSeekR1-14B-Preview).
+# GGUF files of [RDson/CoderO1-DeepSeekR1-14B-Preview](https://huggingface.co/RDson/CoderO1-DeepSeekR1-14B-Preview).
+
+
+
+# CoderO1-DeepSeekR1-14B-Preview (Not limited to coding, it is just a name)
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+This is based on the work of [FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [Qwen/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [deepseek-ai/DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
+* [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2)
+* [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  # Pivot model
+  - model: Qwen/Qwen2.5-14B
+  # Target models
+  - model: Qwen/Qwen2.5-14B-Instruct
+  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+  - model: arcee-ai/Virtuoso-Small-v2
+merge_method: sce
+base_model: Qwen/Qwen2.5-14B
+tokenizer:
+  source: union
+parameters:
+  select_topk: 1.0
+dtype: bfloat16
+
+```