developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_6390_v1
model_name: chaiml-mistral-nemo-dpo-_6390_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T20:00:11+00:00
num_battles: 15025
num_wins: 6923
celo_rating: 1226.79
family_friendly_score: 0.5998
family_friendly_standard_error: 0.006928779979188255
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-483
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6401976230160947, 'latency_mean': 1.5619286036491393, 'latency_p50': 1.5530204772949219, 'latency_p90': 1.7215351819992064}, {'batch_size': 3, 'throughput': 1.267876011094296, 'latency_mean': 2.3567264544963837, 'latency_p50': 2.3464088439941406, 'latency_p90': 2.6028429508209228}, {'batch_size': 5, 'throughput': 1.6142175332451985, 'latency_mean': 3.079421931505203, 'latency_p50': 3.060325264930725, 'latency_p90': 3.4439091444015504}, {'batch_size': 6, 'throughput': 1.7232944739147482, 'latency_mean': 3.4609825050830842, 'latency_p50': 3.453005313873291, 'latency_p90': 3.9386075019836424}, {'batch_size': 8, 'throughput': 1.889188666376, 'latency_mean': 4.19970734834671, 'latency_p50': 4.235603928565979, 'latency_p90': 4.70573148727417}, {'batch_size': 10, 'throughput': 1.9702853508850768, 'latency_mean': 5.0295299077034, 'latency_p50': 5.043131589889526, 'latency_p90': 5.633477735519409}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_6390_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-483
model_size: 13B
ranking_group: single
throughput_3p7s: 1.8
us_pacific_date: 2024-12-21
win_ratio: 0.46076539101497505
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mistral-nemo-dpo-6390-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6390-v1-mkmlizer to finish
Failed to get response for submission chaiml-mistral-nemo-dpo-_4097_v1: ('http://chaiml-mistral-nemo-dpo-4097-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:52492->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: Downloaded to shared memory in 54.696s
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjrvur2mq, device:0
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: quantized model in 35.893s
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-483 in 90.589s
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6390-v1
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6390-v1/config.json
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6390-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6390-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6390-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6390-v1-mkmlizer: 
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Job chaiml-mistral-nemo-dpo-6390-v1-mkmlizer completed after 237.43s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6390-v1-mkmlizer
Pipeline stage MKMLizer completed in 237.91s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service chaiml-mistral-nemo-dpo-6390-v1
Waiting for inference service chaiml-mistral-nemo-dpo-6390-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-6390-v1 ready after 260.90368247032166s
Pipeline stage MKMLDeployer completed in 261.42s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.215449571609497s
Received healthy response to inference request in 0.662787914276123s
Received healthy response to inference request in 1.131364107131958s
Received healthy response to inference request in 1.0620412826538086s
Received healthy response to inference request in 1.4627113342285156s
5 requests
0 failed requests
5th percentile: 0.7426385879516602
10th percentile: 0.8224892616271973
20th percentile: 0.9821906089782715
30th percentile: 1.0759058475494385
40th percentile: 1.1036349773406982
50th percentile: 1.131364107131958
60th percentile: 1.1649982929229736
70th percentile: 1.1986324787139893
80th percentile: 1.2649019241333008
90th percentile: 1.3638066291809081
95th percentile: 1.4132589817047119
99th percentile: 1.452820863723755
mean time: 1.1068708419799804
Pipeline stage StressChecker completed in 6.91s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2460.56s
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chaiml-mistral-nemo-dpo-_6390_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_6390_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_6390_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_6390_v1 status is now torndown due to DeploymentManager action
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