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zMn!)s#<-Gorpl=!@ofL;M_UaD<75rnS+`C=j9C+*NT8Vz>~j@B@l{SEm5YF$2Jj$y z%EOj3*sLf7tONvQyAOJc);l#|Smb~Qo-_o{@Y5)KL literal 0 HcmV?d00001 diff --git a/docs/sdg/sdg-api-interface.md b/docs/sdg/sdg-api-interface.md new file mode 100644 index 00000000..d74b1ccf --- /dev/null +++ b/docs/sdg/sdg-api-interface.md @@ -0,0 +1,69 @@ +# SDG Library Design + +## Objective + +Library called `instructlab-sdg` that can be called per seed example that includes question and answer pairs, and context for grounded skills. + +## Structure of the SDG Library + +We propose the following structure for the SDG library. There will be config files that contain all the prompt templates for the pipelines. + +```markdown +- src/instructlab/sdg/ + - configs/ + - gen_q.yaml + - gen_a.yaml + - ... + - init.py + - block.py + - llmblock.py + - pipeline.py + - sdg.py +``` + +![example API interface](../images/sdg-api-interface.png) + +## CLI + +The CLI client uses the instructlab SDG library and provides it a run configuration with input parameters. + +```python +# cli_driver.py + +from sdg import SDG +import yaml + +client = openai_client(endpoint) +with open('run_config.yaml', 'r') as file: + run_config = yaml.safe_load(file) +cli_sdg = SDG(run_config, client) # run config has all the variables like num_samples, pipelinesteps etc +generated_samples = cli_sdg.generate() +``` + +The run configuration contains the parameters needed to run the SDG code library as well as points to the templates needed to run the SDG code as well as the prompt template and the default model system prompt template. + +* `num_samples` is the number of synthetic samples that you wish to generate per seed example. +* `max_retry` is the maximum number of non-greedy retries you want to make if the `num_samples` is not reached. The number of samples in the generated output will be the samples achieved until `max_retry` is reached. +* Pipeline steps contains the steps that you want to invoke in the SDG pipeline and the prompt configurations per step. The variable names of the blocks can be anything and the prompt configurations must be compatible with the teacher model. +* `max_new_tokens` is the maximum number of tokens we want to generate. In other words, the size of the output sequence, not including the tokens in the prompt. +* `model_name` is the teacher model we would want to use to generate the synthetic data. +* `model_template` and `stop_token` are the parameters for generation template. + +```yaml +# run_config.yaml + +num_samples : 30 +max_retry : 5 +pipeline_steps: + gen_q: + prompt_template: "configs/gen_q.yaml" + filter_q: + prompt_template: "configs/filter_q.yaml" +max_new_tokens: 10000 +# model parameters for generation +model_name: mistralai/Mixtral-8x7B-Instruct-v0.1 +# generation template +model_template: [INST] {sys_prompt} {prompt} [/INST] +stop_token: + +``` From 5b83bd2899f125f2b45f9e3826475ca68de6d603 Mon Sep 17 00:00:00 2001 From: Oindrilla Chatterjee Date: Thu, 20 Jun 2024 17:10:01 -0400 Subject: [PATCH 2/3] rewording doc and updated parameters, updated spellcheck MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Sébastien Han Co-authored-by: Russell Bryant Signed-off-by: Oindrilla Chatterjee --- .spellcheck-en-custom.txt | 1 + docs/sdg/sdg-api-interface.md | 32 ++++++++++++++++++++++---------- 2 files changed, 23 insertions(+), 10 deletions(-) diff --git a/.spellcheck-en-custom.txt b/.spellcheck-en-custom.txt index 5726644c..656d5efb 100644 --- a/.spellcheck-en-custom.txt +++ b/.spellcheck-en-custom.txt @@ -24,6 +24,7 @@ Containerfile cpp cuBLAS CUDA +customizations CWD dataset DCO diff --git a/docs/sdg/sdg-api-interface.md b/docs/sdg/sdg-api-interface.md index d74b1ccf..ee6f17a8 100644 --- a/docs/sdg/sdg-api-interface.md +++ b/docs/sdg/sdg-api-interface.md @@ -25,7 +25,7 @@ We propose the following structure for the SDG library. There will be config fil ## CLI -The CLI client uses the instructlab SDG library and provides it a run configuration with input parameters. +The CLI client uses the instructlab SDG library and provides it a run configuration with input parameters. The following represents a sample of what Library usage could look like. ```python # cli_driver.py @@ -40,14 +40,27 @@ cli_sdg = SDG(run_config, client) # run config has all the variables like num_s generated_samples = cli_sdg.generate() ``` -The run configuration contains the parameters needed to run the SDG code library as well as points to the templates needed to run the SDG code as well as the prompt template and the default model system prompt template. +As an initial integration milestone, we will modify the `generate_data` function in `instructlab.sdg.generate_data` to make use of the updated SDG API. This is the function the `ilab` CLI already uses, so modifying this implementation will allow us to get the updated SDG API in place without disrupting the CLI integration. + +CLI integration will require additional changes later to allow passing in customizations to the SDG pipeline, but we will treat that as a follow-up implementation milestone. + +The run configuration includes the necessary parameters for executing the SDG code library. It specifies the templates required for running the SDG code, the prompt template, and the default model system prompt template. * `num_samples` is the number of synthetic samples that you wish to generate per seed example. +* `num_procs` is the number of parallel processes that you want to run * `max_retry` is the maximum number of non-greedy retries you want to make if the `num_samples` is not reached. The number of samples in the generated output will be the samples achieved until `max_retry` is reached. * Pipeline steps contains the steps that you want to invoke in the SDG pipeline and the prompt configurations per step. The variable names of the blocks can be anything and the prompt configurations must be compatible with the teacher model. * `max_new_tokens` is the maximum number of tokens we want to generate. In other words, the size of the output sequence, not including the tokens in the prompt. -* `model_name` is the teacher model we would want to use to generate the synthetic data. -* `model_template` and `stop_token` are the parameters for generation template. +* `model` is the name of the served up teacher model we would want to use to generate the synthetic data. +* `model_prompt`: the default model prompt for the model. +* `client` points to an OpenAI client used to interface with the model. Example of a client: + + ```python + client = OpenAI( + api_key=openai_api_key, + base_url=openai_api_base, + ) + ``` ```yaml # run_config.yaml @@ -61,9 +74,8 @@ pipeline_steps: prompt_template: "configs/filter_q.yaml" max_new_tokens: 10000 # model parameters for generation -model_name: mistralai/Mixtral-8x7B-Instruct-v0.1 -# generation template -model_template: [INST] {sys_prompt} {prompt} [/INST] -stop_token: - -``` +model_name: mixtral-model +model_prompt: ' [INST] {prompt} [/INST]' +client: client +num_procs: 8 +``` \ No newline at end of file From 2be683341e3121e7be72191e6bf43d1c273049d0 Mon Sep 17 00:00:00 2001 From: Oindrilla Chatterjee Date: Mon, 24 Jun 2024 15:00:55 -0400 Subject: [PATCH 3/3] updated the config format Signed-off-by: Oindrilla Chatterjee --- docs/sdg/sdg-api-interface.md | 60 +++++++++++++++++++++++------------ 1 file changed, 40 insertions(+), 20 deletions(-) diff --git a/docs/sdg/sdg-api-interface.md b/docs/sdg/sdg-api-interface.md index ee6f17a8..2c3ee6c0 100644 --- a/docs/sdg/sdg-api-interface.md +++ b/docs/sdg/sdg-api-interface.md @@ -31,12 +31,17 @@ The CLI client uses the instructlab SDG library and provides it a run configurat # cli_driver.py from sdg import SDG +from run_config import SynthDataFlow +from pipeline import Pipeline import yaml client = openai_client(endpoint) -with open('run_config.yaml', 'r') as file: - run_config = yaml.safe_load(file) -cli_sdg = SDG(run_config, client) # run config has all the variables like num_samples, pipelinesteps etc +model = "model-version" + +synth_skills_flow = SynthDataFlow(client, model).get_flow() +skills_pipe = Pipeline(synth_skills_flow) + +cli_sdg = SDG([synth_skills_flow]) # run config has all the variables like num_samples, pipelinesteps etc generated_samples = cli_sdg.generate() ``` @@ -62,20 +67,35 @@ The run configuration includes the necessary parameters for executing the SDG co ) ``` -```yaml -# run_config.yaml - -num_samples : 30 -max_retry : 5 -pipeline_steps: - gen_q: - prompt_template: "configs/gen_q.yaml" - filter_q: - prompt_template: "configs/filter_q.yaml" -max_new_tokens: 10000 -# model parameters for generation -model_name: mixtral-model -model_prompt: ' [INST] {prompt} [/INST]' -client: client -num_procs: 8 -``` \ No newline at end of file +```python +# run_config.py +class Flow(ABC): + def __init__(self, client, model_id) -> None: + self.client = client + self.model_id = model_id + + @abstractmethod + def get_flow(self) -> list: + pass + + +class SynthDataFlow(Flow): + def get_flow(self) -> list: + return [ + { + 'block_type': LLMBlock, + 'block_config': { + 'block_name': "gen_q", + 'config_path': "configs/gen_q.yaml", + 'client': self.client, + 'model_id': self.model_id, + 'model_prompt': ' [INST] {prompt} [/INST]', + 'output_cols': ['question'], + 'batch_kwargs': { + 'num_procs': 8, + 'num_samples': 30, + 'batched': True, + }, + 'max_retry' : 5, + 'max_new_tokens': 10000 +```