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Dev/incontext rebased #49

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21e0a68
Fix printing logging
cfunk1210 Feb 28, 2024
a657a7f
In progress
cfunk1210 Mar 1, 2024
b1b501c
First working cut of incontext learning
cfunk1210 Mar 2, 2024
bc9955e
updating incontex for saying example
cfunk1210 Mar 6, 2024
e8ffc83
Updated to use an external dataset for incontext. Right now using th…
cfunk1210 Apr 29, 2024
2b717a6
WIP: getting incontext examples with tokens
cfunk1210 Apr 29, 2024
abcaa76
Updated incontext examples to be like the assistent and also now abou…
cfunk1210 May 6, 2024
ce57312
Added Incontext learning dataset update
cfunk1210 May 20, 2024
1d835cf
Adding more about the incontext learning (adding to previous commit)
cfunk1210 May 20, 2024
d61baa9
Adding configs for different testing (high, low, incontext, and basel…
cfunk1210 May 20, 2024
6f2ee92
Adding more configs
cfunk1210 May 22, 2024
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1 change: 1 addition & 0 deletions .gitignore
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run.bash
results/*

venv/
__pycache__/
146 changes: 146 additions & 0 deletions .vscode/launch.json
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{
// Use IntelliSense to learn about possible attributes.
// Hover to view descriptions of existing attributes.
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
"name": "High Incontext Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_high_incontext.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/high_incontext/output.log",
"--save-input-output-to-path", "${workspaceFolder}/results/high_incontext/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/results/high_incontext/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "1"
}
},
{
"name": "Low Incontext Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_low_incontext.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/low_incontext/output.log",
"--save-input-output-to-path", "${workspaceFolder}/results/low_incontext/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/results/low_incontext/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "1"
}
},
{
"name": "High Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_high.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/high/output.log",
"--save-input-output-to-path", "${workspaceFolder}/results/high/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/results/high/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "2"
}
},
{
"name": "Low Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_low.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/low/output.log",
"--save-input-output-to-path", "${workspaceFolder}/results/low/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/results/low/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "3"
}
},
{
"name": "High Baseline Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_high_baseline.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/high_baseline/output.log",
"--save-input-output-to-path", "${workspaceFolder}/results/high_baseline/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/results/high_baseline/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "3"
}
},
{
"name": "Low Baseline Adept",
"type": "debugpy",
"request": "launch",
"console": "integratedTerminal",
"module": "align_system.cli.run_align_system",
"args": [
"TA3ActionBased",
"--adm-config", "adm_configs/single_kdma_adm_config_low_baseline.yml",
"--username", "kitware-single-kdma-adm-aligned-no-negatives",
"--align-to-target",
"--session-type", "adept",
"--api_endpoint", "http://127.0.0.1:8080",
"--loglevel", "DEBUG",
"--logfile-path", "${workspaceFolder}/results/low_baseline/output.log",
"--save-input-output-to-path", "${workspaceFolder}/low_baseline/baseline/input-output.json",
"--save-alignment-score-to-path", "${workspaceFolder}/low_baseline/baseline/output-scores.json",
"--training-session"
],
"env": {
"CUDA_VISIBLE_DEVICES": "3"
}
}
]
}
17 changes: 17 additions & 0 deletions adm_configs/single_kdma_adm_config_high.yml
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adm:
name: 'SingleKDMAADM'
init_kwargs:
hf_model: meta-llama/Llama-2-7b-chat-hf
precision: half
temperature: 0.7

inference_kwargs:
baseline: false
n_negative_samples: 0
n_positive_samples: 1
shuffle: true

alignment_target_override:
id: ADEPT-metrics_eval-alignment-target-train-HIGH
kdma_values:
- {kdma: MoralDesert, value: 1}
0 adm_configs/single_kdma_adm_config.yml → .../single_kdma_adm_config_high_baseline.yml
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22 changes: 22 additions & 0 deletions adm_configs/single_kdma_adm_config_high_incontext.yml
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adm:
name: 'SingleKDMAADM'
init_kwargs:
hf_model: meta-llama/Llama-2-7b-chat-hf
precision: half
temperature: 0.7

inference_kwargs:
baseline: false
n_negative_samples: 0
n_positive_samples: 1
shuffle: true
incontext:
number: 5
method: bert_similarity
# dataset: ../datasets/metrics-eval/bbn/metrics-eval-train-renamed.json
dataset: /data/shared/samba/integrated_results_metrics_eval/captured_dataset_for_chris/baseline_adept_high-1715105775-input-output.json

alignment_target_override:
id: ADEPT-metrics_eval-alignment-target-train-HIGH
kdma_values:
- {kdma: MoralDesert, value: 1}
17 changes: 17 additions & 0 deletions adm_configs/single_kdma_adm_config_low.yml
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adm:
name: 'SingleKDMAADM'
init_kwargs:
hf_model: meta-llama/Llama-2-7b-chat-hf
precision: half
temperature: 0.7

inference_kwargs:
baseline: false
n_negative_samples: 0
n_positive_samples: 1
shuffle: true

alignment_target_override:
id: ADEPT-metrics_eval-alignment-target-train-LOW
kdma_values:
- {kdma: MoralDesert, value: 0}
17 changes: 17 additions & 0 deletions adm_configs/single_kdma_adm_config_low_baseline.yml
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adm:
name: 'SingleKDMAADM'
init_kwargs:
hf_model: meta-llama/Llama-2-7b-chat-hf
precision: half
temperature: 0.7

inference_kwargs:
baseline: true
n_negative_samples: 0
n_positive_samples: 1
shuffle: true

alignment_target_override:
id: ADEPT-metrics_eval-alignment-target-train-LOW
kdma_values:
- {kdma: MoralDesert, value: 0}
22 changes: 22 additions & 0 deletions adm_configs/single_kdma_adm_config_low_incontext.yml
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adm:
name: 'SingleKDMAADM'
init_kwargs:
hf_model: meta-llama/Llama-2-7b-chat-hf
precision: half
temperature: 0.7

inference_kwargs:
baseline: false
n_negative_samples: 0
n_positive_samples: 1
shuffle: true
incontext:
number: 5
method: bert_similarity
# dataset: ../datasets/metrics-eval/bbn/metrics-eval-train-renamed.json
dataset: /data/shared/samba/integrated_results_metrics_eval/captured_dataset_for_chris/baseline_adept_high-1715105775-input-output.json

alignment_target_override:
id: ADEPT-metrics_eval-alignment-target-train-LOW
kdma_values:
- {kdma: MoralDesert, value: 0}
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