Update README.md

README.md

@@ -91,15 +91,15 @@ The prompt template contains nine attributes.
 The first five are derived from HelpSteer, while the remaining four are derived from OASST2.
 The values are represented by integers ranging from 0 to 4, with 0 being the lowest and 4 being the highest.
 
-- helpfulness (default: 4)
-- correctness (default: 4)
-- coherence (default: 4)
-- complexity (default: 4)
-- verbosity (default: 4)
-- quality (default: 4)
-- toxicity (default: 0)
-- humor (default: 0)
-- creativity (default: 0)
+- helpfulness (default: 4): Overall helpfulness of the response to the prompt.
+- correctness (default: 4): Inclusion of all pertinent facts without errors.
+- coherence (default: 4): Consistency and clarity of expression.
+- complexity (default: 4): Intellectual depth required to write response (i.e. whether the response can be written by anyone with basic language competency or requires deep domain expertise).
+- verbosity (default: 4): Amount of detail included in the response, relative to what is asked for in the prompt.
+- quality (default: 4): Perceived goodness of response.
+- toxicity (default: 0): Undesirable elements such as vulgar, harmful or potentially biased response.
+- humor (default: 0): Sense of humor within response.
+- creativity (default: 0): Willingness to generate non-conventional response.
 
 If you want to change attribute values from the default values specified in the template, you can modify them to any values by adding the attribute values to the user messages:
 
@@ -165,7 +165,7 @@ tokenizer.decode(outputs[0][input_ids.shape[-1]:])
 ## Citation
 
 ```
-@misc {karakuri_lm_8x7b_chat_v01,
+@misc{karakuri_lm_8x7b_chat_v01,
 	author       = { {KARAKURI} {I}nc. },
 	title        = { {KARAKURI} {LM} 8x7{B} {C}hat v0.1 },
 	year         = { 2024 },