developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_3627_v1
model_name: chaiml-mistral-nemo-dpo-_3627_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T19:49:55+00:00
num_battles: 18404
num_wins: 8542
celo_rating: 1230.98
family_friendly_score: 0.6004
family_friendly_standard_error: 0.006927046123709586
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-414
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6311530350871614, 'latency_mean': 1.5843094658851624, 'latency_p50': 1.5897862911224365, 'latency_p90': 1.7432753086090087}, {'batch_size': 3, 'throughput': 1.2537279430922659, 'latency_mean': 2.381514494419098, 'latency_p50': 2.371429920196533, 'latency_p90': 2.6368258237838744}, {'batch_size': 5, 'throughput': 1.5944527012299279, 'latency_mean': 3.1202067816257477, 'latency_p50': 3.109669804573059, 'latency_p90': 3.531373620033264}, {'batch_size': 6, 'throughput': 1.6978790716244279, 'latency_mean': 3.5169312179088594, 'latency_p50': 3.536426305770874, 'latency_p90': 3.9147705078125}, {'batch_size': 8, 'throughput': 1.856697149322974, 'latency_mean': 4.273500671386719, 'latency_p50': 4.267611742019653, 'latency_p90': 4.8098139524459835}, {'batch_size': 10, 'throughput': 1.957135264944315, 'latency_mean': 5.0646404266357425, 'latency_p50': 5.051425576210022, 'latency_p90': 5.740978097915649}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_3627_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-414
model_size: 13B
ranking_group: single
throughput_3p7s: 1.75
us_pacific_date: 2024-12-21
win_ratio: 0.4641382308193871
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-3627-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-3627-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: Downloaded to shared memory in 54.543s
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpw4tiastl, device:0
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: quantized model in 36.858s
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-414 in 91.401s
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3627-v1
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3627-v1/config.json
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3627-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3627-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-3627-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-3627-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-3627-v1-mkmlizer completed after 114.66s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-3627-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.19s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-3627-v1
Waiting for inference service chaiml-mistral-nemo-dpo-3627-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-3627-v1 ready after 261.50178384780884s
Pipeline stage MKMLDeployer completed in 262.07s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7233190536499023s
Received healthy response to inference request in 0.6691224575042725s
Received healthy response to inference request in 1.6084835529327393s
Received healthy response to inference request in 1.0685334205627441s
Received healthy response to inference request in 1.4804813861846924s
5 requests
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5th percentile: 0.7490046501159668
10th percentile: 0.8288868427276611
20th percentile: 0.9886512279510498
30th percentile: 1.1509230136871338
40th percentile: 1.315702199935913
50th percentile: 1.4804813861846924
60th percentile: 1.5316822528839111
70th percentile: 1.5828831195831299
80th percentile: 1.6314506530761719
90th percentile: 1.677384853363037
95th percentile: 1.7003519535064697
99th percentile: 1.7187256336212158
mean time: 1.30998797416687
Pipeline stage StressChecker completed in 7.96s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2454.35s
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chaiml-mistral-nemo-dpo-_3627_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_3627_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_3627_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_3627_v1 status is now torndown due to DeploymentManager action
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