submission_id: bbchicago-test-113k-dpo-_5640_v2
developer_uid: Bbbrun0
best_of: 4
celo_rating: 1200.93
display_name: best_of_4_reward_medium
family_friendly_score: 0.0
formatter: {'memory_template': "<|begin_of_text|><|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}
generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|end_header_id|>', '<|eot_id|>', '\n\n{user_name}'], 'max_input_tokens': 512, 'best_of': 4, 'max_output_tokens': 64, 'reward_max_token_input': 256}
is_internal_developer: False
language_model: BBChicago/test_113k_dpo_steps3000
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/test_113k_dpo_
model_name: best_of_4_reward_medium
model_num_parameters: 8030261248.0
model_repo: BBChicago/test_113k_dpo_steps3000
model_size: 8B
num_battles: 8039
num_wins: 3931
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: rirv938/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-08-13T09:10:17+00:00
us_pacific_date: 2024-08-13
win_ratio: 0.48899116805572834
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-test-113k-dpo-5640-v2-mkmlizer
Waiting for job on bbchicago-test-113k-dpo-5640-v2-mkmlizer to finish
Stopping job with name bbchicago-test-113k-dpo-5640-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name bbchicago-test-113k-dpo-5640-v2-mkmlizer
Waiting for job on bbchicago-test-113k-dpo-5640-v2-mkmlizer to finish
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ _____ __ __ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ /___/ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ Version: 0.9.9 ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ belonging to: ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ║ ║
bbchicago-test-113k-dpo-5640-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'activator request timeout')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:46184->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:46040->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:45472->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Downloaded to shared memory in 41.644s
bbchicago-test-113k-dpo-5640-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpos0u1ohn, device:0
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-test-113k-dpo-5640-v2-mkmlizer: quantized model in 29.425s
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Processed model BBChicago/test_113k_dpo_steps3000 in 71.070s
bbchicago-test-113k-dpo-5640-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-test-113k-dpo-5640-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2/special_tokens_map.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2/config.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2/tokenizer_config.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2/tokenizer.json
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v2/flywheel_model.0.safetensors
bbchicago-test-113k-dpo-5640-v2-mkmlizer: loading reward model from rirv938/reward_gpt2_medium_preference_24m_e2
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bbchicago-test-113k-dpo-5640-v2-mkmlizer: warnings.warn(
bbchicago-test-113k-dpo-5640-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:785: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-test-113k-dpo-5640-v2-mkmlizer: warnings.warn(
bbchicago-test-113k-dpo-5640-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.
bbchicago-test-113k-dpo-5640-v2-mkmlizer: warnings.warn(
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Saving duration: 0.331s
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Processed model rirv938/reward_gpt2_medium_preference_24m_e2 in 7.337s
bbchicago-test-113k-dpo-5640-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-test-113k-dpo-5640-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-test-113k-dpo-5640-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/config.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/tokenizer_config.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/special_tokens_map.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/merges.txt
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/vocab.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/tokenizer.json
bbchicago-test-113k-dpo-5640-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v2_reward/reward.tensors
Job bbchicago-test-113k-dpo-5640-v2-mkmlizer completed after 104.92s with status: succeeded
Stopping job with name bbchicago-test-113k-dpo-5640-v2-mkmlizer
Pipeline stage MKMLizer completed in 107.07s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-test-113k-dpo-5640-v2
Waiting for inference service bbchicago-test-113k-dpo-5640-v2 to be ready
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'activator request timeout')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Inference service bbchicago-test-113k-dpo-5640-v2 ready after 211.37575793266296s
Pipeline stage ISVCDeployer completed in 213.15s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.015709400177002s
Received healthy response to inference request in 1.1578831672668457s
Received healthy response to inference request in 1.1318080425262451s
Received healthy response to inference request in 1.1141695976257324s
Received healthy response to inference request in 1.1189696788787842s
5 requests
0 failed requests
5th percentile: 1.1151296138763427
10th percentile: 1.1160896301269532
20th percentile: 1.118009662628174
30th percentile: 1.1215373516082763
40th percentile: 1.1266726970672607
50th percentile: 1.1318080425262451
60th percentile: 1.1422380924224853
70th percentile: 1.1526681423187255
80th percentile: 1.3294484138488771
90th percentile: 1.6725789070129395
95th percentile: 1.8441441535949705
99th percentile: 1.9813963508605956
mean time: 1.3077079772949218
Pipeline stage StressChecker completed in 7.49s
bbchicago-test-113k-dpo-_5640_v2 status is now deployed due to DeploymentManager action
bbchicago-test-113k-dpo-_5640_v2 status is now inactive due to auto deactivation removed underperforming models
bbchicago-test-113k-dpo-_5640_v2 status is now torndown due to DeploymentManager action