submission_id: cgato-l3-thespice-8b-dpo_7976_v4
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e19.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 200, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', 'You:'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
reward_formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
timestamp: 2024-06-07T02:24:21+00:00
model_name: cgato-l3-thespice-8b-dpo_7976_v4
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 8460
num_wins: 4507
celo_rating: 1215.39
propriety_score: 0.6415441176470589
propriety_total_count: 544.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030277632.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_7976_v4
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e19.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-06
win_ratio: 0.5327423167848699
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer to finish
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
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cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Downloaded to shared memory in 19.073s
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 79.71it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 93.60it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 135.19it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: quantized model in 23.584s
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e19.2 in 45.208s
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7976-v4/tokenizer.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7976-v4/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Saving duration: 0.408s
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.696s
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/config.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/merges.txt
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/vocab.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7976-v4_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer completed after 77.61s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-7976-v4-mkmlizer
Pipeline stage MKMLizer completed in 82.64s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-7976-v4
Waiting for inference service cgato-l3-thespice-8b-dpo-7976-v4 to be ready
Inference service cgato-l3-thespice-8b-dpo-7976-v4 ready after 40.386754512786865s
Pipeline stage ISVCDeployer completed in 48.31s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.097937822341919s
Received healthy response to inference request in 1.2427964210510254s
Received healthy response to inference request in 1.2602808475494385s
Received healthy response to inference request in 1.2782313823699951s
Received healthy response to inference request in 1.2679409980773926s
5 requests
0 failed requests
5th percentile: 1.246293306350708
10th percentile: 1.2497901916503906
20th percentile: 1.2567839622497559
30th percentile: 1.2618128776550293
40th percentile: 1.264876937866211
50th percentile: 1.2679409980773926
60th percentile: 1.2720571517944337
70th percentile: 1.2761733055114746
80th percentile: 1.44217267036438
90th percentile: 1.7700552463531496
95th percentile: 1.933996534347534
99th percentile: 2.065149564743042
mean time: 1.4294374942779542
Pipeline stage StressChecker completed in 7.77s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.05s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_7976_v4 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_7976_v4 status is now inactive due to auto deactivation removed underperforming models

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