Create README.md

README.md

@@ -0,0 +1,91 @@
+---
+license: llama2
+language:
+- en
+pipeline_tag: conversational
+tags:
+- Xwin
+- Euryale 1.3
+- Platypus2
+- WinterGoddess
+- frankenmerge
+- dare
+- ties
+- 90b
+---
+# BigWeave v12 90B
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/65a6db055c58475cf9e6def1/4CbbAN-X7ZWj702JrcCGH.png" width=600>
+
+The BigWeave models aim to identify merge settings equaling or surpassing the performance of Goliath-120b. The version number merely tracks various attempts and is not a quality indicator. Only results demonstrating good performance are retained and shared.
+
+This version is a DARE-TIES merge of two passthrough merges: Xwin-LM-70b-v0.1 + Euryale-1.3-70b ([BigWeave v6](https://huggingface.co/llmixer/BigWeave-v6-90b)) and Platypus2-70b-instruct + WinterGoddess-1.4x-70b (BigWeave v8). Both models individually show strong performance, and the merged model achieves even lower perplexity than each model separately.
+
+The 90b size allows for 4bit quants to fit into 48GB of VRAM.
+
+# Prompting Format
+Vicuna and Alpaca.
+
+# Merge process
+The models used in the merge are [Xwin-LM-70b-v0.1](https://huggingface.co/Xwin-LM/Xwin-LM-70B-V0.1), [Euryale-1.3-70b](https://huggingface.co/Sao10K/Euryale-1.3-L2-70B), [Platypus2-70b-instruct](https://huggingface.co/garage-bAInd/Platypus2-70B-instruct) and [WinterGoddess-1.4x-70b](https://huggingface.co/Sao10K/WinterGoddess-1.4x-70B-L2).
+
+Merge configuration:
+```
+slices:
+  - sources:
+    - model: Xwin-LM/Xwin-LM-70B-V0.1
+      layer_range: [0,12]
+  - sources:
+    - model: Sao10K/Euryale-1.3-L2-70B
+      layer_range: [9,14]
+  - sources:
+    - model: Xwin-LM/Xwin-LM-70B-V0.1
+      layer_range: [12,62]
+  - sources:
+    - model: Sao10K/Euryale-1.3-L2-70B
+      layer_range: [54,71]
+  - sources:
+    - model: Xwin-LM/Xwin-LM-70B-V0.1
+      layer_range: [62,80]
+merge_method: passthrough
+dtype: float16
+---
+slices:
+  - sources:
+    - model: garage-bAInd/Platypus2-70B-instruct
+      layer_range: [0,12]
+  - sources:
+    - model: Sao10K/WinterGoddess-1.4x-70B-L2
+      layer_range: [9,14]
+  - sources:
+    - model: garage-bAInd/Platypus2-70B-instruct
+      layer_range: [12,62]
+  - sources:
+    - model: Sao10/WinterGoddess-1.4x-70B-L2
+      layer_range: [54,71]
+  - sources:
+    - model: garage-bAInd/Platypus2-70B-instruct
+      layer_range: [62,80]
+merge_method: passthrough
+dtype: float16
+---
+models:
+    - model: llmixer/BigWeave-v8-90b
+      parameters:
+        weight: 0.5
+        density: 0.25
+merge_method: dare_ties
+base_model: llmixer/BigWeave-v6-90b
+dtype: float16
+```
+
+# Acknowledgements
+[@Xwin-LM](https://huggingface.co/Xwin-LM) For creating Xwin
+
+[@Sao10K](https://huggingface.co/Sao10K) For creating Euryale and WinterGoddess
+
+[@garage-bAInd](https://huggingface.co/garage-bAInd) For creating Platypus2
+
+[@alpindale](https://huggingface.co/alpindale) For creating the original Goliath
+
+[@chargoddard](https://huggingface.co/chargoddard) For developing [mergekit](https://github.com/cg123/mergekit).