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ae28232 35dc899 ae28232 35dc899 ae28232 35dc899 4567d08 35dc899 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | operators:
- id: load_hf_python
config:
type: hf_source
dataset: prithivMLmods/Coder-Stat
split: train
trust_remote_code: True
- id: sample_dataset
config:
type: function
function: data_strategies.commons.uniform_sample_limited
function_config:
num_samples: 125 # 1.25% of 10000 target from stage 1
input_ids:
- load_hf_python
- id: generate_instructions
config:
type: completions
map: chat
map_config:
system_message: "You are a helpful assistant."
user_message: |
You are to generate a question or task for a language model based on the following error and code pairs.
Error Type: {{original_status}}
Code: {{original_src}}
Include only the new question and task. Do not include anything like "Here is the instruction". Include
the code in your question and make the task sound like what a human would ask a language model.
output_column: instruction_seed
model: gpt-4o-mini
temperature: 1.0
input_ids:
- sample_dataset
- id: add_constant_column
config:
type: function
function: data_strategies.commons.add_constant_columns
function_config:
response_seed: ""
input_ids:
- generate_instructions
- id: rename_task_column
config:
type: function
function: data_strategies.commons.keep_only_columns
function_config:
columns_to_keep:
- response_seed
- instruction_seed
input_ids:
- add_constant_column |