Update README.md

README.md

@@ -33,7 +33,7 @@ Solar-KoEn represents an advanced iteration of the upstage/SOLAR-10.7B-v1.0 mode
 
 **Model Architecture:** 
 
-SOLAR-KO-10.7B is an auto-regressive language model that leverages an optimized transformer architecture derived from Llama-2.
+SOLAR-KOEN-10.8B is an auto-regressive language model that leverages an optimized transformer architecture derived from Llama-2.
 
 | |Training Data|Parameters|Content Length|GQA|Tokens|Learning Rate|
 |---|---|---|---|---|---|---|
@@ -57,7 +57,7 @@ Total token count: Approximately 15 billion tokens (*using the expanded tokenize
 | Model Name | Vocabulary Size | Description | 
 | --- | --- | --- |
 | Original Solar | 32000 | Sentencepiece BPE |
-| **Expanded SOLAR-KO-10.7B** | 46336 | Sentencepiece BPE. Added Korean vocab and merges |
+| **Expanded SOLAR-KOEN-10.8B** | 46336 | Sentencepiece BPE. Added Korean vocab and merges |
 
 **Tokenizing "안녕하세요, 오늘은 날씨가 좋네요."**
 
@@ -67,7 +67,7 @@ Total token count: Approximately 15 billion tokens (*using the expanded tokenize
 | Model | Tokens |
 | --- | --- |
 | SOLAR-10.7B | `['▁', '안', '<0xEB>', '<0x85>', '<0x95>', '하', '세', '요', ',', '▁', '오', '<0xEB>', '<0x8A>', '<0x98>', '은', '▁', '날', '<0xEC>', '<0x94>', '<0xA8>', '가', '▁', '좋', '네', '요', '.']` |
-| SOLAR-KO-10.7B | `['▁안', '녕', '하세요', ',', '▁오늘', '은', '▁날', '씨가', '▁좋네요', '.']` |
+| SOLAR-KOEN-10.8B | `['▁안', '녕', '하세요', ',', '▁오늘', '은', '▁날', '씨가', '▁좋네요', '.']` |
 
 **Tokenizing "Meet 10.7B Solar: Elevating Performance with Upstage Depth UP Scaling!"**
 
@@ -77,7 +77,7 @@ Total token count: Approximately 15 billion tokens (*using the expanded tokenize
 | Model | Tokens |
 | --- | --- |
 | SOLAR-10.7B | `['▁Meet', '▁', '1', '0', '.', '7', 'B', '▁Solar', ':', '▁E', 'lev', 'ating', '▁Performance', '▁with', '▁Up', 'stage', '▁Dep', 'th', '▁UP', '▁Scal', 'ing', '!']` |
-| SOLAR-KO-10.7B | `['▁Meet', '▁', '1', '0', '.', '7', 'B', '▁Solar', ':', '▁E', 'lev', 'ating', '▁Performance', '▁with', '▁Up', 'stage', '▁Dep', 'th', '▁UP', '▁Scal', 'ing', '!']` |
+| SOLAR-KOEN-10.8B | `['▁Meet', '▁', '1', '0', '.', '7', 'B', '▁Solar', ':', '▁E', 'lev', 'ating', '▁Performance', '▁with', '▁Up', 'stage', '▁Dep', 'th', '▁UP', '▁Scal', 'ing', '!']` |
 
 # LICENSE
 
@@ -128,7 +128,7 @@ Apache 2.0
 ```
 @misc {solar_koen_junbum_taekyoon_2024,
     author       = { {L. Junbum, Taekyoon Choi} },
-    title        = { Solar-KoEn-10.8b },
+    title        = { SOLAR-KOEN-10.8B },
     year         = 2024,
     url          = { https://huggingface.co/beomi/SOLAR-KOEN-10.8B },
     publisher    = { Hugging Face }