submission_id: cgato-l3-thespice-8b-dpo_6495_v1
developer_uid: c.gato
best_of: 16
celo_rating: 1200.46
display_name: cgato-l3-thespice-8b-dpo_6495_v1
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-v1.3-e5.2
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_6495_v1
model_num_parameters: 8030261248.0
model_repo: cgato/L3-TheSpice-8b-DPO-v1.3-e5.2
model_size: 8B
num_battles: 5948
num_wins: 3345
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: 2024-04-27T17:55:18+00:00
us_pacific_date: 2024-04-27
win_ratio: 0.562373907195696
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-6495-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-6495-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Downloaded to shared memory in 30.291s
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:00, 112.04it/s] Loading 0: 100%|██████████| 291/291 [00:06<00:00, 39.30it/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-6495-v1-mkmlizer: quantized model in 17.676s
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v1.3-e5.2 in 48.923s
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1/config.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6495-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-6495-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-6495-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6495-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-6495-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6495-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-6495-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Saving duration: 0.239s
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.785s
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/config.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6495-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer completed after 73.31s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-6495-v1-mkmlizer
Pipeline stage MKMLizer completed in 78.62s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-6495-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-6495-v1 to be ready
Failed to get response for submission a100-khanhnto-khanhnto_v39-v2: ('http://a100-khanhnto-khanhnto-v39-v2-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:47732->127.0.0.1:8080: read: connection reset by peer\n')
Inference service cgato-l3-thespice-8b-dpo-6495-v1 ready after 30.180697202682495s
Pipeline stage ISVCDeployer completed in 38.13s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.186173677444458s
Received healthy response to inference request in 1.2913522720336914s
Received healthy response to inference request in 1.2879633903503418s
Received healthy response to inference request in 1.2709226608276367s
Received healthy response to inference request in 1.2809414863586426s
5 requests
0 failed requests
5th percentile: 1.272926425933838
10th percentile: 1.274930191040039
20th percentile: 1.2789377212524413
30th percentile: 1.2823458671569825
40th percentile: 1.2851546287536622
50th percentile: 1.2879633903503418
60th percentile: 1.2893189430236816
70th percentile: 1.2906744956970215
80th percentile: 1.4703165531158449
90th percentile: 1.8282451152801515
95th percentile: 2.0072093963623043
99th percentile: 2.150380821228027
mean time: 1.463470697402954
Pipeline stage StressChecker completed in 7.99s
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_6495_v1 status is now deployed due to DeploymentManager action
%s, retrying in %s seconds...
cgato-l3-thespice-8b-dpo_6495_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_6495_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-6495-v1 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-6495-v1
Toredown service cgato-l3-thespice-8b-dpo-6495-v1
Pipeline stage ISVCDeleter completed in 4.54s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-6495-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6495-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.79s
cgato-l3-thespice-8b-dpo_6495_v1 status is now torndown due to DeploymentManager action