submission_id: cgato-l3-thespice-8b-dpo_3603_v1
developer_uid: c.gato
status: torndown
model_repo: cgato/L3-TheSpice-8b-DPO-v1.3-e4.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
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}
reward_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}
timestamp: 2024-04-27T05:03:02+00:00
model_name: cgato-l3-thespice-8b-dpo_3603_v1
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 8558
num_wins: 4953
celo_rating: 1211.91
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_3603_v1
ineligible_reason: propriety_total_count < 800
language_model: cgato/L3-TheSpice-8b-DPO-v1.3-e4.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-04-26
win_ratio: 0.5787567188595466
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer to finish
Stopping job with name cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-3603-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-3603-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Downloaded to shared memory in 37.616s
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 71.22it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 79.10it/s] Loading 0: 100%|██████████| 291/291 [00:07<00:00, 31.86it/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-3603-v1-mkmlizer: quantized model in 21.342s
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v1.3-e4.2 in 60.195s
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1/config.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3603-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-3603-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-3603-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3603-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-3603-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3603-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-3603-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Saving duration: 0.315s
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.281s
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/config.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3603-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer completed after 94.51s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-3603-v1-mkmlizer
Pipeline stage MKMLizer completed in 100.77s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-3603-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-3603-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-3603-v1 ready after 40.30613327026367s
Pipeline stage ISVCDeployer completed in 48.04s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0982120037078857s
Received healthy response to inference request in 1.2784907817840576s
Received healthy response to inference request in 1.2765307426452637s
Received healthy response to inference request in 1.3064992427825928s
Received healthy response to inference request in 1.269779920578003s
5 requests
0 failed requests
5th percentile: 1.271130084991455
10th percentile: 1.2724802494049072
20th percentile: 1.2751805782318115
30th percentile: 1.2769227504730225
40th percentile: 1.27770676612854
50th percentile: 1.2784907817840576
60th percentile: 1.2896941661834718
70th percentile: 1.3008975505828857
80th percentile: 1.4648417949676515
90th percentile: 1.7815268993377686
95th percentile: 1.939869451522827
99th percentile: 2.066543493270874
mean time: 1.4459025382995605
Pipeline stage StressChecker completed in 8.46s
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 0.03s
%s, retrying in %s seconds...
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_3603_v1 status is now deployed due to DeploymentManager action
%s, retrying in %s seconds...
cgato-l3-thespice-8b-dpo_3603_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_3603_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-3603-v1 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-3603-v1
Toredown service cgato-l3-thespice-8b-dpo-3603-v1
Pipeline stage ISVCDeleter completed in 5.27s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-3603-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-3603-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.12s
cgato-l3-thespice-8b-dpo_3603_v1 status is now torndown due to DeploymentManager action
admin requested tearing down of cgato-l3-thespice-8b-dpo_6068_v1

Usage Metrics

Latency Metrics