submission_id: cgato-l3-thespice-8b-dpo_6068_v2
developer_uid: c.gato
best_of: 16
celo_rating: 1204.59
display_name: cgato-l3-thespice-8b-dpo_6068_v2
family_friendly_score: 0.0
formatter: {'memory_template': "<|im_start|>system\n{bot_name}'s Persona: {memory}\n", 'prompt_template': '\n***\n{prompt}\n***\n<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
generation_params: {'temperature': 0.8, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
is_internal_developer: False
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-HighLR
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
model_name: cgato-l3-thespice-8b-dpo_6068_v2
model_num_parameters: 8030277632.0
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-HighLR
model_size: 8B
num_battles: 16988
num_wins: 9602
ranking_group: single
reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-05-14T21:21:34+00:00
us_pacific_date: 2024-05-14
win_ratio: 0.5652225100070638
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-6068-v2-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-6068-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Downloaded to shared memory in 22.299s
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 60.94it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 70.06it/s] Loading 0: 100%|██████████| 291/291 [00:08<00:00, 30.67it/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-6068-v2-mkmlizer: quantized model in 20.068s
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-HighLR in 43.589s
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2/config.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6068-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-6068-v2-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-6068-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6068-v2-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-6068-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6068-v2-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-6068-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6068-v2-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-6068-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Saving duration: 0.246s
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.126s
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/config.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6068-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer completed after 124.47s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-6068-v2-mkmlizer
Pipeline stage MKMLizer completed in 127.80s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-6068-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-6068-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-6068-v2 ready after 40.45025181770325s
Pipeline stage ISVCDeployer completed in 47.67s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1422886848449707s
Received healthy response to inference request in 1.250572681427002s
Received healthy response to inference request in 1.2757713794708252s
Received healthy response to inference request in 1.2906410694122314s
Received healthy response to inference request in 1.2855286598205566s
5 requests
0 failed requests
5th percentile: 1.2556124210357666
10th percentile: 1.2606521606445313
20th percentile: 1.2707316398620605
30th percentile: 1.2777228355407715
40th percentile: 1.281625747680664
50th percentile: 1.2855286598205566
60th percentile: 1.2875736236572266
70th percentile: 1.2896185874938966
80th percentile: 1.4609705924987795
90th percentile: 1.801629638671875
95th percentile: 1.9719591617584227
99th percentile: 2.108222780227661
mean time: 1.4489604949951171
Pipeline stage StressChecker completed in 7.91s
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 0.04s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_6068_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_6068_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_6068_v2
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-6068-v2 is running
Deleting key cgato-l3-thespice-8b-dpo-4448-v2/config.json from bucket guanaco-mkml-models
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Deleting key cgato-l3-thespice-8b-dpo-4448-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4448-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.35s
cgato-l3-thespice-8b-dpo_4448_v2 status is now torndown due to DeploymentManager action
Tearing down inference service cgato-l3-thespice-8b-dpo-6068-v2
Toredown service cgato-l3-thespice-8b-dpo-6068-v2
Pipeline stage ISVCDeleter completed in 4.26s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
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Deleting key cgato-l3-thespice-8b-dpo-6068-v2/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6068-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.12s
cgato-l3-thespice-8b-dpo_6068_v2 status is now torndown due to DeploymentManager action