developer_uid: NischayDnk
submission_id: chaiml-exp118-dpo-ftmeg_78741_v1
model_name: chaiml-exp118-dpo-ftmeg_78741_v1
model_group: ChaiML/exp118-DPO-ftmega
status: torndown
timestamp: 2025-03-25T15:50:05+00:00
num_battles: 11780
num_wins: 977
celo_rating: 862.25
family_friendly_score: 0.5704
family_friendly_standard_error: 0.007000626257700092
submission_type: basic
model_repo: ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.37331941210970393, 'latency_mean': 2.6785760807991026, 'latency_p50': 2.6679506301879883, 'latency_p90': 2.967381000518799}, {'batch_size': 2, 'throughput': 0.5818526589385699, 'latency_mean': 3.4274465012550355, 'latency_p50': 3.423345923423767, 'latency_p90': 3.794404983520508}, {'batch_size': 3, 'throughput': 0.7372976699434747, 'latency_mean': 4.053247315883636, 'latency_p50': 4.075924754142761, 'latency_p90': 4.454013133049011}, {'batch_size': 4, 'throughput': 0.85638863639211, 'latency_mean': 4.638569008111954, 'latency_p50': 4.648517370223999, 'latency_p90': 5.119560742378235}, {'batch_size': 5, 'throughput': 0.9538443325032359, 'latency_mean': 5.224149835109711, 'latency_p50': 5.266430139541626, 'latency_p90': 5.818911337852478}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-exp118-dpo-ftmeg_78741_v1
is_internal_developer: False
language_model: ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3
model_size: 24B
ranking_group: single
throughput_3p7s: 0.66
us_pacific_date: 2025-03-25
win_ratio: 0.08293718166383701
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['###', '</s>', 'You:', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '[INST]', 'prompt_template': "''", 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '{bot_name}: [/INST]', '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-exp118-dpo-ftmeg-78741-v1-mkmlizer
Waiting for job on chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer to finish
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║       /___/                                                         ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: Downloaded to shared memory in 82.239s
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvbhjsn6e, device:0
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: quantized model in 53.055s
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: Processed model ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3 in 135.295s
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1/config.json
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1/special_tokens_map.json
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1/tokenizer_config.json
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1/flywheel_model.1.safetensors
chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v1/flywheel_model.0.safetensors
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Job chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer completed after 165.12s with status: succeeded
Stopping job with name chaiml-exp118-dpo-ftmeg-78741-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp118-dpo-ftmeg-78741-v1
Waiting for inference service chaiml-exp118-dpo-ftmeg-78741-v1 to be ready
Inference service chaiml-exp118-dpo-ftmeg-78741-v1 ready after 100.53647041320801s
Pipeline stage MKMLDeployer completed in 101.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.146589994430542s
Received healthy response to inference request in 2.4128875732421875s
Received healthy response to inference request in 2.69612193107605s
Received healthy response to inference request in 2.4080729484558105s
Received healthy response to inference request in 2.7610321044921875s
5 requests
0 failed requests
5th percentile: 2.409035873413086
10th percentile: 2.4099987983703612
20th percentile: 2.411924648284912
30th percentile: 2.46953444480896
40th percentile: 2.582828187942505
50th percentile: 2.69612193107605
60th percentile: 2.7220860004425047
70th percentile: 2.74805006980896
80th percentile: 2.8381436824798585
90th percentile: 2.9923668384552
95th percentile: 3.069478416442871
99th percentile: 3.1311676788330076
mean time: 2.6849409103393556
Pipeline stage StressChecker completed in 14.78s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
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chaiml-exp118-dpo-ftmeg_78741_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3790.77s
Shutdown handler de-registered
chaiml-exp118-dpo-ftmeg_78741_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp118-dpo-ftmeg_78741_v1 status is now torndown due to DeploymentManager action