Update README.md

README.md

@@ -47,27 +47,4 @@ This model was merged using the SLERP merge method.
 
 The merge was made from two unreleased models:
 - rheumistral-sft was trained from the original mistral checkpoint in two stages: 1) "continued pretraining" on a large, curated dataset of rheumatology and immunology texts; 2) supervised finetuning on a combination of synthetic and human generated QA pairs and chat logs
-- biorheumistral-sft was trained the same way as rheumistral-sft, only it started from the [BioMistral-7B](https://huggingface.co/BioMistral/BioMistral-7B) checkpoint.
-### Configuration
-
-The following YAML configuration was used to produce this model:
-
-```yaml
-slices:
-  - sources:
-      - model: rheumistral-sft
-        layer_range: [0, 32]
-      - model: biorheumistral-sft
-        layer_range: [0, 32]
-merge_method: slerp
-base_model: /mnt/hdd/projects/rheum_llm/alignment-handbook/rheumistral-sft-merged-final
-parameters:
-  t:
-    - filter: self_attn
-      value: [0, 0.5, 0.3, 0.7, 1]
-    - filter: mlp
-      value: [1, 0.5, 0.7, 0.3, 0]
-    - value: 0.5
-dtype: bfloat16
-
-```
+- biorheumistral-sft was trained the same way as rheumistral-sft, only it started from the [BioMistral-7B](https://huggingface.co/BioMistral/BioMistral-7B) checkpoint.