developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_7088_v1
model_name: chaiml-mistral-nemo-dpo-_7088_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T19:08:34+00:00
num_battles: 23131
num_wins: 10859
celo_rating: 1237.83
family_friendly_score: 0.5873999999999999
family_friendly_standard_error: 0.006962201376001702
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-138
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6488014466239805, 'latency_mean': 1.5412102043628693, 'latency_p50': 1.534004807472229, 'latency_p90': 1.7143069982528687}, {'batch_size': 4, 'throughput': 1.4974855027739498, 'latency_mean': 2.653909270763397, 'latency_p50': 2.6418845653533936, 'latency_p90': 2.888481116294861}, {'batch_size': 5, 'throughput': 1.6501620034566185, 'latency_mean': 3.0165135288238525, 'latency_p50': 3.009622573852539, 'latency_p90': 3.3465959072113036}, {'batch_size': 8, 'throughput': 1.926539213991261, 'latency_mean': 4.120901461839676, 'latency_p50': 4.092824220657349, 'latency_p90': 4.626539182662964}, {'batch_size': 10, 'throughput': 2.016228874788386, 'latency_mean': 4.926213028430939, 'latency_p50': 4.932455062866211, 'latency_p90': 5.554194521903992}, {'batch_size': 12, 'throughput': 2.0760820046313517, 'latency_mean': 5.747698887586593, 'latency_p50': 5.759844064712524, 'latency_p90': 6.497780299186706}, {'batch_size': 15, 'throughput': 2.138225434300086, 'latency_mean': 6.928003824949265, 'latency_p50': 6.942428112030029, 'latency_p90': 7.922470068931579}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_7088_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-138
model_size: 13B
ranking_group: single
throughput_3p7s: 1.85
us_pacific_date: 2024-12-21
win_ratio: 0.4694565734295966
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-7088-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-7088-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: Downloaded to shared memory in 54.499s
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4p0nlugk, device:0
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: quantized model in 37.302s
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-138 in 91.801s
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7088-v1
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7088-v1/config.json
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7088-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7088-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-7088-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-7088-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-7088-v1-mkmlizer completed after 114.84s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-7088-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.34s
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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-7088-v1
Waiting for inference service chaiml-mistral-nemo-dpo-7088-v1 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission chaiml-mistral-nemo-dpo-_5812_v1: ('http://chaiml-mistral-nemo-dpo-5812-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service chaiml-mistral-nemo-dpo-7088-v1 ready after 261.3401803970337s
Pipeline stage MKMLDeployer completed in 261.85s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.760087251663208s
Received healthy response to inference request in 0.6514427661895752s
Received healthy response to inference request in 0.652273416519165s
Received healthy response to inference request in 1.0250880718231201s
Received healthy response to inference request in 1.00331449508667s
5 requests
0 failed requests
5th percentile: 0.6516088962554931
10th percentile: 0.6517750263214112
20th percentile: 0.6521072864532471
30th percentile: 0.722481632232666
40th percentile: 0.862898063659668
50th percentile: 1.00331449508667
60th percentile: 1.01202392578125
70th percentile: 1.02073335647583
80th percentile: 1.172087907791138
90th percentile: 1.4660875797271729
95th percentile: 1.6130874156951902
99th percentile: 1.7306872844696044
mean time: 1.0184412002563477
Pipeline stage StressChecker completed in 6.38s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_7088_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral-nemo-dpo-7088-v1-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2437.19s
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chaiml-mistral-nemo-dpo-_7088_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_7088_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_7088_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_7088_v1 status is now torndown due to DeploymentManager action
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