Upload configuration file

config/train_fasttext_classifier_seed_code_best_mix.yaml

@@ -0,0 +1,134 @@
+operators:
+- id: load_stackexchange_codegolf
+  config:
+    type: load_preexisting
+    framework_name: stackexchange_code_golf_reorg_cache
+- id: rename_task_column_stackexchange_codegolf
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        instruction: question
+  input_ids:
+  - load_stackexchange_codegolf
+
+- id: load_codefeedback
+  config:
+    type: load_preexisting
+    framework_name: codefeedback
+- id: rename_task_column_codefeedback
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        instruction_seed: question
+  input_ids:
+  - load_codefeedback
+
+- id: hf_source_codeforces
+  config:
+    type: hf_source
+    dataset: open-r1/codeforces
+    split: train
+- id: rename_task_column_codeforces
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        description: question
+  input_ids:
+  -  hf_source_codeforces
+
+- id: remove_nones_codeforces
+  config:
+    type: function
+    function: data_strategies.commons.remove_nones
+    function_config:
+      column: question
+  input_ids:
+  -  rename_task_column_codeforces
+
+- id: hf_source_ioi
+  config:
+    type: hf_source
+    dataset: open-r1/ioi
+    split: train
+- id: rename_task_column_ioi
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        statement: question
+  input_ids:
+  -  hf_source_ioi
+
+- id: load_sharegpt_code
+  config:
+    type: load_preexisting
+    framework_name: share_gpt_code  
+- id: rename_task_column_share_gpt_code
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        instruction_seed: question
+  input_ids:
+  - load_sharegpt_code
+
+
+
+- id: keep_only_columns
+  config:
+    type: function
+    sharded: true
+    function: data_strategies.commons.keep_only_columns
+    function_config:
+      columns_to_keep:
+      - question
+  input_ids:
+    - rename_task_column_stackexchange_codegolf
+    - rename_task_column_codefeedback
+    - remove_nones_codeforces
+    - rename_task_column_ioi
+    - rename_task_column_share_gpt_code
+      
+- id: hf_source_bad_seed_code_reflect
+  config:
+    type: load_preexisting
+    framework_name: reflection
+- id: hf_source_bad_seed_code_octo
+  config:
+    type: load_preexisting
+    framework_name: octopack_sft
+- id: rename_task_column
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        instruction_seed: question
+  input_ids:
+  - hf_source_bad_seed_code_octo
+  - hf_source_bad_seed_code_reflect
+- id: train_fasttext_classifier
+  config:
+    type: train_fasttext
+    text_column: question
+    positive_input_ids:
+      - keep_only_columns
+    negative_input_ids:
+      - rename_task_column
+    dim: 256
+    epoch: 3
+    lr: 0.1
+    word_ngrams: 2
+    min_count: 3
+    hf_repo_id: mlfoundations-dev/instruction_filtering_fast_text_classifier_seed_code_best_mix
+  input_ids:
+    - keep_only_columns
+    - rename_task_column