[WIP][documentation + parameters+states + optimizer] #22
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Member
liyin2015
commented
May 20, 2024
•
liyin2015
commented
- the intro page for the library
- the structure of all documentations
- Yaml output format
- dataclass to support different formats and communicate with generator's prompt template
- created our own few-shot bootstrap optimizer that has different sampling and optimizing method (random sample and class-balanced sampling for classification tasks)
- added parameters, states_dict, save and load both json and pickle.
- history tracking of parameters(save the states when each eval run)
…licated but it is important for performance or for experiementing
liyin2015
commented
May 24, 2024
use_cases/classification/prompt.py
Outdated
| - Do not output the class_name. | ||
| """ | ||
|
|
||
| EXAMPLES_STR = r"""Question: {{input}} |
There was a problem hiding this comment.
input data class and output data class can form examples_str
liyin2015
commented
May 24, 2024
|
|
||
| def call(self, query: str) -> str: | ||
| str_response: Dict[str, Any] = self.generator.call( | ||
| input=query, prompt_kwargs={"input": query} |
There was a problem hiding this comment.
the way to run llm it needs to take any number of input arguments -> and be passed to the generator! Need to design and think better.
liyin2015
changed the title
liyin2015
commented
May 25, 2024
| @@ -0,0 +1,35 @@ | |||
| from typing import Dict, Sequence | |||
…ss balanced sampling, achieve almost best performance with only 4 steps and each step is only batch size 5, cost 20 more times inference
liyin2015
commented
May 26, 2024
optimizer/sampler.py
Outdated
| self, | ||
| dataset, | ||
| num_classes: int, | ||
| get_data_key_fun: Callable, |
Sylph-AI
approved these changes
May 31, 2024
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.