chaiml-trainer-bajem-20_11618

developer_uid: NischayDnk
submission_id: chaiml-trainer-bajem-20_11618_v1
model_name: chaiml-trainer-bajem-20_11618_v1
model_group: ChaiML/trainer_bajem_202
status: torndown
timestamp: 2025-03-21T20:27:14+00:00
num_battles: 10303
num_wins: 5031
celo_rating: 1272.4
family_friendly_score: 0.5404
family_friendly_standard_error: 0.007047947786412723
submission_type: basic
model_repo: ChaiML/trainer_bajem_2025-03-06-checkpoint-10
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.2221208875156625, 'latency_mean': 4.501984575986862, 'latency_p50': 4.507774233818054, 'latency_p90': 4.584134101867676}, {'batch_size': 2, 'throughput': 0.22121704902564468, 'latency_mean': 9.022871241569518, 'latency_p50': 9.000795483589172, 'latency_p90': 9.178971862792968}, {'batch_size': 5, 'throughput': 0.21781630351784037, 'latency_mean': 22.764844136238096, 'latency_p50': 22.926635146141052, 'latency_p90': 23.369332695007323}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-trainer-bajem-20_11618_v1
is_internal_developer: False
language_model: ChaiML/trainer_bajem_2025-03-06-checkpoint-10
model_size: 8B
ranking_group: single
us_pacific_date: 2025-03-21
win_ratio: 0.4883043773658158
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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-trainer-bajem-20-11618-v1-mkmlizer
Waiting for job on chaiml-trainer-bajem-20-11618-v1-mkmlizer to finish
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║       /___/                                                         ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║                                                                     ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║                                                                     ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║                                                                     ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ║                                                                     ║
chaiml-trainer-bajem-20-11618-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-trainer-bajem-20-11618-v1-mkmlizer: Downloaded to shared memory in 29.114s
chaiml-trainer-bajem-20-11618-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmp7e1bcgbe, device:0
chaiml-trainer-bajem-20-11618-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-trainer-bajem-20-11618-v1-mkmlizer: quantized model in 84.443s
chaiml-trainer-bajem-20-11618-v1-mkmlizer: Processed model ChaiML/trainer_bajem_2025-03-06-checkpoint-10 in 113.557s
chaiml-trainer-bajem-20-11618-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-trainer-bajem-20-11618-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-trainer-bajem-20-11618-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1
chaiml-trainer-bajem-20-11618-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1/config.json
chaiml-trainer-bajem-20-11618-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1/special_tokens_map.json
chaiml-trainer-bajem-20-11618-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1/tokenizer_config.json
chaiml-trainer-bajem-20-11618-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1/tokenizer.json
chaiml-trainer-bajem-20-11618-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-trainer-bajem-20-11618-v1/flywheel_model.0.safetensors
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Job chaiml-trainer-bajem-20-11618-v1-mkmlizer completed after 135.27s with status: succeeded
Stopping job with name chaiml-trainer-bajem-20-11618-v1-mkmlizer
Pipeline stage MKMLizer completed in 135.76s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-trainer-bajem-20-11618-v1
Waiting for inference service chaiml-trainer-bajem-20-11618-v1 to be ready
Inference service chaiml-trainer-bajem-20-11618-v1 ready after 80.38463735580444s
Pipeline stage MKMLDeployer completed in 81.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.023813009262085s
Received healthy response to inference request in 4.593803405761719s
Received healthy response to inference request in 4.59284520149231s
Received healthy response to inference request in 2.6128878593444824s
Received healthy response to inference request in 4.118260145187378s
5 requests
0 failed requests
5th percentile: 2.895072889328003
10th percentile: 3.1772579193115233
20th percentile: 3.7416279792785643
30th percentile: 4.0427024364471436
40th percentile: 4.080481290817261
50th percentile: 4.118260145187378
60th percentile: 4.308094167709351
70th percentile: 4.497928190231323
80th percentile: 4.593036842346192
90th percentile: 4.593420124053955
95th percentile: 4.593611764907837
99th percentile: 4.593765077590942
mean time: 3.9883219242095946
%s, retrying in %s seconds...
Received healthy response to inference request in 6.042935371398926s
Received healthy response to inference request in 3.1105785369873047s
Received healthy response to inference request in 3.0258593559265137s
Received healthy response to inference request in 9.766804456710815s
Received healthy response to inference request in 2.2672924995422363s
5 requests
0 failed requests
5th percentile: 2.419005870819092
10th percentile: 2.5707192420959473
20th percentile: 2.874145984649658
30th percentile: 3.042803192138672
40th percentile: 3.0766908645629885
50th percentile: 3.1105785369873047
60th percentile: 4.283521270751953
70th percentile: 5.456464004516601
80th percentile: 6.787709188461305
90th percentile: 8.27725682258606
95th percentile: 9.022030639648436
99th percentile: 9.61784969329834
mean time: 4.842694044113159
%s, retrying in %s seconds...
Received healthy response to inference request in 2.3496227264404297s
Received healthy response to inference request in 4.068448066711426s
Received healthy response to inference request in 1.7537455558776855s
Received healthy response to inference request in 2.8441972732543945s
Received healthy response to inference request in 2.6114861965179443s
5 requests
0 failed requests
5th percentile: 1.8729209899902344
10th percentile: 1.9920964241027832
20th percentile: 2.230447292327881
30th percentile: 2.4019954204559326
40th percentile: 2.5067408084869385
50th percentile: 2.6114861965179443
60th percentile: 2.7045706272125245
70th percentile: 2.7976550579071047
80th percentile: 3.089047431945801
90th percentile: 3.5787477493286133
95th percentile: 3.8235979080200195
99th percentile: 4.019478034973145
mean time: 2.725499963760376
Pipeline stage StressChecker completed in 61.32s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.73s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.81s
Shutdown handler de-registered
chaiml-trainer-bajem-20_11618_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-trainer-bajem-20-11618-v1-profiler
Waiting for inference service chaiml-trainer-bajem-20-11618-v1-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 7820.12s
Shutdown handler de-registered
chaiml-trainer-bajem-20_11618_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-trainer-bajem-20_11618_v1 status is now torndown due to DeploymentManager action