developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_5756_v1
model_name: chaiml-mistral-nemo-dpo-_5756_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T20:32:50+00:00
num_battles: 21306
num_wins: 10048
celo_rating: 1236.98
family_friendly_score: 0.5892
family_friendly_standard_error: 0.006957634080634019
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-69
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6353269322240583, 'latency_mean': 1.573927104473114, 'latency_p50': 1.5822298526763916, 'latency_p90': 1.7359770298004151}, {'batch_size': 3, 'throughput': 1.2665394852027243, 'latency_mean': 2.3565006184577943, 'latency_p50': 2.3853888511657715, 'latency_p90': 2.597366213798523}, {'batch_size': 5, 'throughput': 1.618629146799328, 'latency_mean': 3.0756632709503173, 'latency_p50': 3.0770764350891113, 'latency_p90': 3.435867094993591}, {'batch_size': 6, 'throughput': 1.7199776461759908, 'latency_mean': 3.457541354894638, 'latency_p50': 3.469334363937378, 'latency_p90': 3.902513813972473}, {'batch_size': 8, 'throughput': 1.9009171697921476, 'latency_mean': 4.173889421224594, 'latency_p50': 4.169693350791931, 'latency_p90': 4.653636312484741}, {'batch_size': 10, 'throughput': 1.9736639099668678, 'latency_mean': 5.0347979092597965, 'latency_p50': 5.033985257148743, 'latency_p90': 5.741268658638001}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_5756_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-69
model_size: 13B
ranking_group: single
throughput_3p7s: 1.8
us_pacific_date: 2024-12-21
win_ratio: 0.4716042429362621
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-5756-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-5756-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: Downloaded to shared memory in 53.930s
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpx2y_vvko, device:0
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: quantized model in 36.956s
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-69 in 90.887s
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1/config.json
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1/tokenizer.json
chaiml-mistral-nemo-dpo-5756-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5756-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-5756-v1-mkmlizer completed after 114.68s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-5756-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.15s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-5756-v1
Waiting for inference service chaiml-mistral-nemo-dpo-5756-v1 to be ready
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Inference service chaiml-mistral-nemo-dpo-5756-v1 ready after 271.1004009246826s
Pipeline stage MKMLDeployer completed in 271.65s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.802215814590454s
Received healthy response to inference request in 0.5185372829437256s
Received healthy response to inference request in 1.0517613887786865s
Received healthy response to inference request in 0.5933833122253418s
Received healthy response to inference request in 1.2991137504577637s
5 requests
0 failed requests
5th percentile: 0.5335064888000488
10th percentile: 0.548475694656372
20th percentile: 0.5784141063690186
30th percentile: 0.6850589275360107
40th percentile: 0.8684101581573487
50th percentile: 1.0517613887786865
60th percentile: 1.1507023334503175
70th percentile: 1.2496432781219482
80th percentile: 1.399734163284302
90th percentile: 1.6009749889373779
95th percentile: 1.7015954017639159
99th percentile: 1.7820917320251464
mean time: 1.0530023097991943
Pipeline stage StressChecker completed in 6.59s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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chaiml-mistral-nemo-dpo-_5756_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2437.50s
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chaiml-mistral-nemo-dpo-_5756_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_5756_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_5756_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_5756_v1 status is now torndown due to DeploymentManager action
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