developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_1489_v1
model_name: chaiml-mistral-nemo-dpo-_1489_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-23T21:51:46+00:00
num_battles: 22790
num_wins: 11519
celo_rating: 1266.39
family_friendly_score: 0.6032
family_friendly_standard_error: 0.006918811458624956
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v6
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6139573770520768, 'latency_mean': 1.6287138295173644, 'latency_p50': 1.6261346340179443, 'latency_p90': 1.7953164339065553}, {'batch_size': 3, 'throughput': 1.1260938817154456, 'latency_mean': 2.656532987356186, 'latency_p50': 2.648611545562744, 'latency_p90': 2.963963842391968}, {'batch_size': 5, 'throughput': 1.3347672884316706, 'latency_mean': 3.7210875499248504, 'latency_p50': 3.715358257293701, 'latency_p90': 4.119904685020447}, {'batch_size': 6, 'throughput': 1.4229873906128043, 'latency_mean': 4.196076619625091, 'latency_p50': 4.199852228164673, 'latency_p90': 4.737434458732605}, {'batch_size': 8, 'throughput': 1.4817658565907477, 'latency_mean': 5.367357099056244, 'latency_p50': 5.406580090522766, 'latency_p90': 5.948332166671753}, {'batch_size': 10, 'throughput': 1.527524633432632, 'latency_mean': 6.479434683322906, 'latency_p50': 6.498586297035217, 'latency_p90': 7.342730760574341}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_1489_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v6
model_size: 13B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2024-12-23
win_ratio: 0.5054409828872313
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': 8, '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-1489-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-1489-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: Downloaded to shared memory in 54.148s
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmputf7wy60, device:0
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: quantized model in 36.732s
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v6 in 90.880s
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1/config.json
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1/tokenizer.json
chaiml-mistral-nemo-dpo-1489-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-1489-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-1489-v1-mkmlizer completed after 114.75s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-1489-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.27s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-1489-v1
Waiting for inference service chaiml-mistral-nemo-dpo-1489-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-1489-v1 ready after 270.92063999176025s
Pipeline stage MKMLDeployer completed in 271.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2864983081817627s
Received healthy response to inference request in 0.8506855964660645s
Received healthy response to inference request in 1.4445161819458008s
Received healthy response to inference request in 1.56166410446167s
Received healthy response to inference request in 1.4466321468353271s
5 requests
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5th percentile: 0.9694517135620118
10th percentile: 1.088217830657959
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30th percentile: 1.444939374923706
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50th percentile: 1.4466321468353271
60th percentile: 1.4926449298858642
70th percentile: 1.5386577129364014
80th percentile: 1.7066309452056887
90th percentile: 1.9965646266937256
95th percentile: 2.141531467437744
99th percentile: 2.257504940032959
mean time: 1.517999267578125
Pipeline stage StressChecker completed in 9.30s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.76s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4867.93s
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chaiml-mistral-nemo-dpo-_1489_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_1489_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_1489_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_1489_v1 status is now torndown due to DeploymentManager action
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