developer_uid: PawanOsman
submission_id: pawankrd-cosmosrp-llama31-dpo_v2
model_name: cosmosrp-llama31-dpo
model_group: PawanKrd/cosmosrp-llama3
status: torndown
timestamp: 2024-07-26T19:06:03+00:00
num_battles: 11903
num_wins: 6890
celo_rating: 1264.15
family_friendly_score: 0.0
submission_type: basic
model_repo: PawanKrd/cosmosrp-llama31-dpo
model_architecture: LlamaForCausalLM
reward_repo: Jellywibble/gpt2_xl_pairwise_89m_step_347634
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cosmosrp-llama31-dpo
is_internal_developer: False
language_model: PawanKrd/cosmosrp-llama31-dpo
model_size: 8B
ranking_group: single
us_pacific_date: 2024-07-26
win_ratio: 0.5788456691590356
generation_params: {'temperature': 1.5, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<', '>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64, 'reward_max_token_input': 128}
formatter: {'memory_template': "<|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}:', 'truncate_by_message': False}
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 pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer
Waiting for job on pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer to finish
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║     _____            __           __                                ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║       /___/                                                         ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║                                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  Version: 0.9.7                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║                                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║                                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ║                                                                     ║
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_dunet_2024-07-19: ('http://undi95-meta-llama-3-70b-6209-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37532->127.0.0.1:8080: read: connection reset by peer\n')
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Downloaded to shared memory in 20.720s
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbqtyky89, device:0
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: quantized model in 25.898s
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Processed model PawanKrd/cosmosrp-llama31-dpo in 46.618s
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2/config.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2/special_tokens_map.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2/tokenizer_config.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2/tokenizer.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/pawankrd-cosmosrp-llama31-dpo-v2/flywheel_model.0.safetensors
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:469: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer:   warnings.warn(
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Saving duration: 1.408s
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 11.225s
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: creating bucket guanaco-reward-models
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/config.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/tokenizer_config.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/special_tokens_map.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/merges.txt
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/vocab.json
pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/pawankrd-cosmosrp-llama31-dpo-v2_reward/tokenizer.json
Job pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer completed after 95.34s with status: succeeded
Stopping job with name pawankrd-cosmosrp-llama31-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 96.24s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service pawankrd-cosmosrp-llama31-dpo-v2
Waiting for inference service pawankrd-cosmosrp-llama31-dpo-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service pawankrd-cosmosrp-llama31-dpo-v2 ready after 70.96106767654419s
Pipeline stage ISVCDeployer completed in 72.31s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.262103796005249s
Received healthy response to inference request in 1.3805134296417236s
Received healthy response to inference request in 1.3512532711029053s
Received healthy response to inference request in 1.472076177597046s
Received healthy response to inference request in 1.3096141815185547s
5 requests
0 failed requests
5th percentile: 1.317941999435425
10th percentile: 1.3262698173522949
20th percentile: 1.342925453186035
30th percentile: 1.357105302810669
40th percentile: 1.3688093662261962
50th percentile: 1.3805134296417236
60th percentile: 1.4171385288238525
70th percentile: 1.4537636280059814
80th percentile: 1.6300817012786866
90th percentile: 1.946092748641968
95th percentile: 2.104098272323608
99th percentile: 2.2305026912689208
mean time: 1.5551121711730957
Pipeline stage StressChecker completed in 8.57s
pawankrd-cosmosrp-llama31-dpo_v2 status is now deployed due to DeploymentManager action
pawankrd-cosmosrp-llama31-dpo_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of pawankrd-cosmosrp-llama31-dpo_v2
Running pipeline stage ISVCDeleter
Checking if service pawankrd-cosmosrp-llama31-dpo-v2 is running
Tearing down inference service pawankrd-cosmosrp-llama31-dpo-v2
Service pawankrd-cosmosrp-llama31-dpo-v2 has been torndown
Pipeline stage ISVCDeleter completed in 4.79s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key pawankrd-cosmosrp-llama31-dpo-v2/config.json from bucket guanaco-mkml-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/config.json from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key pawankrd-cosmosrp-llama31-dpo-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.59s
pawankrd-cosmosrp-llama31-dpo_v2 status is now torndown due to DeploymentManager action