cgato-l3-thespice-8b-dpo_7965

developer_uid: c.gato

submission_id: cgato-l3-thespice-8b-dpo_7965_v2

model_name: cgato-l3-thespice-8b-dpo_7965_v2

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

status: torndown

timestamp: 2024-06-02T05:37:07+00:00

num_battles: 10432

num_wins: 5620

celo_rating: 1220.79

family_friendly_score: 0.0

submission_type: basic

model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e14.2

model_architecture: LlamaForCausalLM

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

model_num_parameters: 8030277632.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: cgato-l3-thespice-8b-dpo_7965_v2

is_internal_developer: False

language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e14.2

model_size: 8B

ranking_group: single

us_pacific_date: 2024-06-01

win_ratio: 0.5387269938650306

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': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|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': True}

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': True, 'user_template': '{user_name}: {message}\n'}

model_eval_status: success

Resubmit model

Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer to finish
Stopping job with name cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║     _____            __           __                                ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║       /___/                                                         ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  Version: 0.8.14                                                    ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  belonging to:                                                      ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-7965-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-7965-v2-mkmlizer:   warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Downloaded to shared memory in 17.854s
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:  29%|██▊       | 83/291 [00:01<00:02, 77.19it/s]
Loading 0:  64%|██████▍   | 187/291 [00:02<00:01, 92.41it/s]
Loading 0:  99%|█████████▊| 287/291 [00:02<00:00, 132.48it/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-7965-v2-mkmlizer: quantized model in 23.643s
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e14.2 in 44.204s
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2/config.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7965-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-7965-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-7965-v2-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-7965-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-7965-v2-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-7965-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-7965-v2-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-7965-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-7965-v2-mkmlizer:   return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/config.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7965-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer completed after 72.98s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-7965-v2-mkmlizer
Pipeline stage MKMLizer completed in 74.27s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-7965-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-7965-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-7965-v2 ready after 60.365785360336304s
Pipeline stage ISVCDeployer completed in 66.25s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.230403184890747s
Received healthy response to inference request in 1.3160333633422852s
Received healthy response to inference request in 1.2968721389770508s
Received healthy response to inference request in 1.2913825511932373s
Received healthy response to inference request in 16.14914298057556s
5 requests
0 failed requests
5th percentile: 1.29248046875
10th percentile: 1.2935783863067627
20th percentile: 1.295774221420288
30th percentile: 1.3007043838500976
40th percentile: 1.3083688735961914
50th percentile: 1.3160333633422852
60th percentile: 1.68178129196167
70th percentile: 2.0475292205810547
80th percentile: 5.0141511440277124
90th percentile: 10.581647062301638
95th percentile: 13.365395021438596
99th percentile: 15.59239338874817
mean time: 4.456766843795776
Pipeline stage StressChecker completed in 22.80s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.02s
Running M-Eval for topic stay_in_character
cgato-l3-thespice-8b-dpo_7965_v2 status is now deployed due to DeploymentManager action
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_7965_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_7965_v2
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-7965-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 2.24s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-7965-v2/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7965-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.62s
cgato-l3-thespice-8b-dpo_7965_v2 status is now torndown due to DeploymentManager action