cgato-l3-thespice-8b-dpo_5598

developer_uid: c.gato

submission_id: cgato-l3-thespice-8b-dpo_5598_v1

model_name: cgato-l3-thespice-8b-dpo_5598_v1

model_group: cgato/L3-TheSpice-8b-DPO

status: torndown

timestamp: 2024-04-28T16:30:12+00:00

num_battles: 9698

num_wins: 5807

celo_rating: 1227.72

family_friendly_score: 0.0

submission_type: basic

model_repo: cgato/L3-TheSpice-8b-DPO-v1.3-e7.2

model_architecture: LlamaForCausalLM

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: cgato-l3-thespice-8b-dpo_5598_v1

is_internal_developer: False

language_model: cgato/L3-TheSpice-8b-DPO-v1.3-e7.2

model_size: 8B

ranking_group: single

us_pacific_date: 2024-04-28

win_ratio: 0.5987832542792328

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}

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': False}

model_eval_status: pending

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'}

Resubmit model

Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║     _____            __           __                                ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║       /___/                                                         ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  Version: 0.8.10                                                    ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  belonging to:                                                      ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-5598-v1-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-5598-v1-mkmlizer:   warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Downloaded to shared memory in 31.271s
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: quantized model in 21.197s
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v1.3-e7.2 in 53.624s
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1/config.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5598-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-5598-v1-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-5598-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-5598-v1-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-5598-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-5598-v1-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-5598-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-5598-v1-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-5598-v1-mkmlizer:   return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Saving duration: 0.269s
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.300s
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/config.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5598-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer completed after 83.54s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-5598-v1-mkmlizer
Pipeline stage MKMLizer completed in 88.59s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-5598-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-5598-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-5598-v1 ready after 30.214909076690674s
Pipeline stage ISVCDeployer completed in 37.51s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1326444149017334s
Received healthy response to inference request in 1.2738523483276367s
Received healthy response to inference request in 1.2795965671539307s
Received healthy response to inference request in 1.2829585075378418s
Received healthy response to inference request in 1.2802538871765137s
5 requests
0 failed requests
5th percentile: 1.2750011920928954
10th percentile: 1.2761500358581543
20th percentile: 1.278447723388672
30th percentile: 1.2797280311584474
40th percentile: 1.2799909591674805
50th percentile: 1.2802538871765137
60th percentile: 1.2813357353210448
70th percentile: 1.2824175834655762
80th percentile: 1.4528956890106204
90th percentile: 1.792770051956177
95th percentile: 1.9627072334289548
99th percentile: 2.0986569786071776
mean time: 1.4498611450195313
Pipeline stage StressChecker completed in 7.83s
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
%s, retrying in %s seconds...
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_5598_v1 status is now deployed due to DeploymentManager action
%s, retrying in %s seconds...
cgato-l3-thespice-8b-dpo_5598_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_5598_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-5598-v1 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-5598-v1
Toredown service cgato-l3-thespice-8b-dpo-5598-v1
Pipeline stage ISVCDeleter completed in 5.23s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5598-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5598-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.99s
cgato-l3-thespice-8b-dpo_5598_v1 status is now torndown due to DeploymentManager action