update generation samples

README.md

@@ -171,39 +171,35 @@ You may fine-tune and adapt BTLM-3B-8k-base model via either Cerebras [Model Stu
 ### Out of Scope Use
 BTLM-3B-8k-base was trained on SlimPajama, with primarily English language, and is not recommended for machine translation tasks. BTLM-3B-8k-base has not been tuned for instruction-following or chat-based use cases.
 
-### Limitations
-Since BTLM-3B-8K-base is not instruction fine-tuned, it performs best with “completion-style” prompts rather than “instruction-style” prompts. 
-
-For example, an instruction style prompt like: ``"What does a manometer measure?"`` Produces the following text: ``“What does a manometer measure?\nWhat is the difference between a thermometer and hygaugeometer, thermoetermometer\nHow do\nDifference between gauge and barometer”``. This is because the model was trained to complete the text it has seen rather than follow instructions. Instead, if we rephrase the instruction as a text completion problem, we can obtain useful outputs. See examples below.
-
+### Generation Samples
 ```
-Prompt: “A manometer is used to measure"
-Generation: “the pressure of a fluid in a liquid or gas. A manometric pressure. It is a pressure gauge. The pressure or gauge pressure is the volume of the.”
+Prompt: What is a manometer?"
+Generation: "A manometric device is an instrument that measures the pressure of a fluid."
 ```
 
 ```
-Prompt: “Robert Oppenheimer was a”
-Generation: “theoretical physicist and a physicist who was the first to develop the atomic bomb. who was born in the the first the the bomb and the Manhattan Project the nuclear the project the United States.”
+Prompt: "What Robert Oppenheimer is famous for?"
+Generation: “Robert Opperman was a physicist who was the director of the Manhattan Project, which was responsible for the development of nuclear weapons.”
 ```
 
 ```
-Prompt: “Albert Einstein was known for”
-Generation: “his theory of relativity, which was a theory that the theory which explained the speed of gravity and the universe. of gravity. The theory. He was the gravity of the relativity of space-time and time and space and theory of.”
+Prompt: "What was Albert Einstein known for?"
+Generation: “Albert Einstein was a German-born theoretical physicist who developed the theory of relativity, one of the two pillars of modern physics (alongside quantum mechanics).”
 ```
 
 ```
-Prompt: “Isaac Newton was a”
-Generation: “English physicist, mathematician, astronomer, and natural philosopher, theologian, alchemist, physicist and astronomer and mathematician. He was born in 1642, who was the greatest scientist, he was also, scientist and philosopher.”
+Prompt: “Who is Isaac Newton?”
+Generation: “Isaac Newton was an English physicist, mathematician, astronomer, alchemist, and theologian. He is widely recognized as one of the most influential scientists of all time and as a key figure in the scientific revolution.”
 ```
 
 ```
-Prompt: "After it leaves the right ventricle, the blood is pumped"
-Generation: “into the left atrium, it goes through the pulmonary artery to the lungs. The right side of the lung.”
+Prompt: "Where does the blood get pumped to after it leaves the right ventricle?"
+Generation: “The right atrium receives the deoxygenated blood from the pulmonary artery. The right side of the heart is the only side that receives de-oxygened...”
 ```
 
 ```
-Prompt: “Peter lost his wallet after attending a local concert. To help him, Bob gave David 10 dollars. David then passed it on to Peter. Now the total amount of money Peter has is”
-Generation: “$10 dollars.”
+Prompt: "Peter lost his wallet after attending a local concert. To help him, Bob gave David 10 dollars. David then passed it on to Peter. Now what is the total amount of money Peter has?"
+Generation: “A. $10”
 ```
 
 ## Risk, Bias, Ethical Considerations