Update README.md

README.md

@@ -1,5 +1,66 @@
 ---
 license: other
 license_name: yi-license
-license_link: https://huggingface.co/01-ai/Yi-34B-200K/blob/main/LICENSE
+license_link: https://huggingface.co/01-ai/Yi-34B/blob/main/LICENSE
+language:
+- en
+library_name: transformers
+pipeline_tag: text-generation
 ---
+NousResearch/Nous-Capybara-34B and migtissera/Tess-M-Creative-v1.0 ties merged with mergekit, then quantized with exllamav2 on 200 rows (400K tokens) on a long Vicuna format chat, a sci fi story and a fantasy story.
+
+Quantized to 4bpw, enough for **~47K context on a 24GB GPU.**
+
+The following merge config was used:
+```
+models:
+  - model: /home/alpha/Storage/Models/Raw/larryvrh_Yi-34B-200K-Llamafied
+    # no parameters necessary for base model
+  - model: /home/alpha/Storage/Models/Raw/migtissera_Tess-M-v1.0
+    parameters:
+      density: 0.6
+      weight: 1.0
+  - model: /home/alpha/Storage/Models/Raw/Nous-Capybara-34B
+    parameters:
+      density: 0.6
+      weight: 1.0
+merge_method: ties
+base_model: //home/alpha/Storage/Models/Raw/larryvrh_Yi-34B-200K-Llamafied
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: float16
+```
+
+First exllama quantization pass:
+
+`python convert.py --in_dir /home/alpha/FastModels/Capybara-Tess-Yi-34B-200K -o /home/alpha/FastModels/Capybara-Tess-Yi-34B-200K-exl2 -om /home/alpha/FastModels/capytessmes.json --cal_dataset /home/alpha/Documents/smol.parquet -l 2048 -r 80 -ml 2048 -mr 40 -gr 40 -ss 4096 -nr -b 3.5 -hb 6`
+
+Second exllama quantization pass:
+
+`python convert.py --in_dir /home/alpha/FastModels/Capybara-Tess-Yi-34B-200K -o /home/alpha/FastModels/Capybara-Tess-Yi-34B-200K-exl2 -m /home/alpha/FastModels/capytessmes.json --cal_dataset /home/alpha/Documents/medium.parquet -l 2048 -r 200 -ml 2048 -mr 40 -gr 200 -ss 4096 -b 3.1 -hb 6 -cf /home/alpha/FastModels/Capybara-Tess-Yi-34B-200K-exl2-31bpw -nr`
+
+Both are 200K context models with Vicuna syntax, so: 
+
+# Prompt Format:
+
+```
+SYSTEM: ...
+USER: ...
+ASSISTANT: ...
+```
+Stop token: `</s>`
+
+***
+
+Credits:
+
+https://github.com/cg123/mergekit
+
+https://huggingface.co/NousResearch/Nous-Capybara-34B/discussions
+
+https://huggingface.co/migtissera/Tess-M-Creative-v1.0
+
+https://huggingface.co/larryvrh/Yi-34B-200K-Llamafied
+
+https://huggingface.co/01-ai/Yi-34B-200K