Weird results with ct2fast-Llama-2-7b versus the unquantized Llama-2-7b

#3
by thanhnew2001 - opened

++++ This is result produced by ct2fast-Llama-2-7b (installed locally):
Prompt: help me proof read english in the following essay: In this paper, we have focused on understanding the micro-level dynamics of a software development team working together largely within a south-south framework to develop a rather complex patient specific ART application. The learning by doing approach adopted for this development process, we argue helps to address some of the challenges of “design-reality” gaps that north-south models tend to magnify. More specifically, three key facets of the learning by doing approach are emphasized: rapid prototyping in close collaboration with users; creation of south-south networks, and, the creation of social glue

["to facilitate communication and coordination among team members. Unterscheidung between north-south and south-south models is important because they have different implications for the development of ART applications. North-south models are more traditional and rely on a hierarchical structure of experts and users, while south-south models are more collaborative and rely on peer-to-peer learning and knowledge sharing. The south-south model is particularly useful for developing ART applications because it allows for more flexible and adaptive development processes, and enables the incorporation of diverse perspectives and expertise from different parts of the world. The paper concludes by highlighting the potential of the south-south model for developing ART applications that are more responsive to local contexts and needs, and that can be more effectively implemented in low-resource settings.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n"]

++++This is result produced by the Llama-2-7b (https://gpt.h2o.ai/?hp=chat&utm_source=h2o.ai&utm_medium=referral&utm_campaign=h2o-home-page-plg&_gl=1*mkow3r*_ga*Mzk5MjE2MTk4LjE2OTU1MzY4ODU.*_ga_7C4SBBBJ5L*MTY5ODI0MjkxOS43LjAuMTY5ODI0MjkxOS42MC4wLjA.&_ga=2.186034857.1480708441.1698224367-399216198.1695536885)

Prompt: help me proof read english in the following essay: In this paper, we have focused on understanding the micro-level dynamics of a software development team working together largely within a south-south framework to develop a rather complex patient specific ART application. The learning by doing approach adopted for this development process, we argue helps to address some of the challenges of “design-reality” gaps that north-south models tend to magnify. More specifically, three key facets of the learning by doing approach are emphasized: rapid prototyping in close collaboration with users; creation of south-south networks, and, the creation of social glue

Sure, I'd be happy to help you proofread your essay! Here are some suggestions for improvement:

  1. In the first sentence, consider changing "In this paper" to "Our paper" to make it more concise and clear.
  2. In the second sentence, you could replace "micro-level dynamics" with "micro level dynamics" to make it more concise.
  3. In the third sentence, you could replace "we argue" with "we contend" to make it more formal and academic.
  4. In the fourth sentence, you could replace "north-south models" with "traditional north-south development models" to make it more specific and clear.
  5. In the fifth sentence, you could replace "learning by doing approach" with "learning-by-doing approach" to make it more concise.
  6. In the sixth sentence, you could replace "three key facets" with "three key aspects" to make it more concise.
  7. In the seventh sentence, you could replace "rapid prototyping" with "rapid prototyping and testing" to make it more clear.
  8. In the eighth sentence, you could replace "creation of south-south networks" with "establishment of south-south connections" to make it more concise.
  9. In the ninth sentence, you could replace "social glue" with "social cohesion" to make it more clear.
    Here is the revised essay:
    Our paper focuses on understanding the micro level dynamics of a software development team working together largely within a south-south framework to develop a rather complex patient specific ART application. We contend that the learning-by-doing approach adopted for this development process helps to address some of the challenges of "design-reality" gaps that traditional north-south development models tend to magnify. Three key aspects of the learning-by-doing approach are emphasized: rapid prototyping and testing in close collaboration with users, establishment of south-south connections, and creation of social cohesion.

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