submission_id: cgato-l3-thespice-8b-dpo_5394_v2
developer_uid: c.gato
best_of: 16
celo_rating: 1196.82
display_name: cgato-l3-thespice-8b-dpo_5394_v2
family_friendly_score: 0.0
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}
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-LowLR
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_5394_v2
model_num_parameters: 8030277632.0
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-LowLR
model_size: 8B
num_battles: 13017
num_wins: 6855
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: 2024-05-14T22:23:08+00:00
us_pacific_date: 2024-05-14
win_ratio: 0.5266190366443881
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-5394-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-5394-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Downloaded to shared memory in 22.849s
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:01, 96.50it/s] Loading 0: 100%|██████████| 291/291 [00:06<00:00, 37.55it/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-5394-v2-mkmlizer: quantized model in 18.789s
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-LowLR in 42.631s
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2/config.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-5394-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-5394-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-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-5394-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-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-5394-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-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-5394-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Saving duration: 0.279s
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 10.040s
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/config.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5394-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer completed after 74.5s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-5394-v2-mkmlizer
Pipeline stage MKMLizer completed in 79.15s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-5394-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-5394-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-5394-v2 ready after 40.23096489906311s
Pipeline stage ISVCDeployer completed in 47.72s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.257896900177002s
Received healthy response to inference request in 1.3199639320373535s
Received healthy response to inference request in 1.3206021785736084s
Received healthy response to inference request in 1.3437628746032715s
Received healthy response to inference request in 1.313523530960083s
5 requests
0 failed requests
5th percentile: 1.314811611175537
10th percentile: 1.3160996913909913
20th percentile: 1.3186758518218995
30th percentile: 1.3200915813446046
40th percentile: 1.3203468799591065
50th percentile: 1.3206021785736084
60th percentile: 1.3298664569854737
70th percentile: 1.339130735397339
80th percentile: 1.5265896797180178
90th percentile: 1.89224328994751
95th percentile: 2.0750700950622556
99th percentile: 2.2213315391540527
mean time: 1.5111498832702637
Pipeline stage StressChecker completed in 8.18s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.04s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
cgato-l3-thespice-8b-dpo_5394_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_5394_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_5394_v2
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-5394-v2 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-5394-v2
Toredown service cgato-l3-thespice-8b-dpo-5394-v2
Pipeline stage ISVCDeleter completed in 4.91s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5394-v2/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.70s
cgato-l3-thespice-8b-dpo_5394_v2 status is now torndown due to DeploymentManager action