developer_uid: zonemercy
submission_id: chaiml-icld-v1-dpo-b025_v4
model_name: test
model_group: ChaiML/icld-v1-dpo_b025
status: torndown
timestamp: 2025-12-12T18:27:33+00:00
num_battles: 6702
num_wins: 3352
celo_rating: 1293.17
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/icld-v1-dpo_b025
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4663563686550594, 'latency_mean': 2.144159730672836, 'latency_p50': 2.133021593093872, 'latency_p90': 2.3349519968032837}, {'batch_size': 2, 'throughput': 0.6841275796913104, 'latency_mean': 2.921848945617676, 'latency_p50': 2.921312689781189, 'latency_p90': 3.1835446119308473}, {'batch_size': 3, 'throughput': 0.8203885025920618, 'latency_mean': 3.648184950351715, 'latency_p50': 3.6283830404281616, 'latency_p90': 3.9920278549194337}, {'batch_size': 4, 'throughput': 0.9207967031158282, 'latency_mean': 4.331971340179443, 'latency_p50': 4.3241612911224365, 'latency_p90': 4.996322894096374}, {'batch_size': 5, 'throughput': 0.978272348819302, 'latency_mean': 5.102501209974289, 'latency_p50': 5.092249631881714, 'latency_p90': 5.86242949962616}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/icld-v1-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-23
win_ratio: 0.5001492091912861
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', 'User:', '</s>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-icld-v1-dpo-b025-v4-mkmlizer
Waiting for job on chaiml-icld-v1-dpo-b025-v4-mkmlizer to finish
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║                                                                     ║
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chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-icld-v1-dpo-b025-v4-mkmlizer: Downloaded to shared memory in 51.922s
chaiml-icld-v1-dpo-b025-v4-mkmlizer: Checking if ChaiML/icld-v1-dpo_b025 already exists in ChaiML
chaiml-icld-v1-dpo-b025-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw0tk0al0, device:0
chaiml-icld-v1-dpo-b025-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-icld-v1-dpo-b025-v4-mkmlizer: quantized model in 286.108s
chaiml-icld-v1-dpo-b025-v4-mkmlizer: Processed model ChaiML/icld-v1-dpo_b025 in 338.031s
chaiml-icld-v1-dpo-b025-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-icld-v1-dpo-b025-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-icld-v1-dpo-b025-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/config.json
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/special_tokens_map.json
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/tokenizer_config.json
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/tokenizer.json
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/flywheel_model.1.safetensors
chaiml-icld-v1-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v4/nvidia/flywheel_model.0.safetensors
chaiml-icld-v1-dpo-b025-v4-mkmlizer: 
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Job chaiml-icld-v1-dpo-b025-v4-mkmlizer completed after 438.48s with status: succeeded
Stopping job with name chaiml-icld-v1-dpo-b025-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-icld-v1-dpo-b025-v4
Waiting for inference service chaiml-icld-v1-dpo-b025-v4 to be ready
Inference service chaiml-icld-v1-dpo-b025-v4 ready after 150.51151943206787s
Pipeline stage MKMLDeployer completed in 151.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5119173526763916s
Received healthy response to inference request in 1.7016634941101074s
Received healthy response to inference request in 1.8086214065551758s
Received healthy response to inference request in 1.942927360534668s
Received healthy response to inference request in 1.7792859077453613s
5 requests
0 failed requests
5th percentile: 1.7171879768371583
10th percentile: 1.732712459564209
20th percentile: 1.7637614250183105
30th percentile: 1.7851530075073243
40th percentile: 1.79688720703125
50th percentile: 1.8086214065551758
60th percentile: 1.8623437881469727
70th percentile: 1.9160661697387695
80th percentile: 2.056725358963013
90th percentile: 2.284321355819702
95th percentile: 2.398119354248047
99th percentile: 2.4891577529907227
mean time: 1.9488831043243409
Pipeline stage StressChecker completed in 11.21s
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 0.65s
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 0.85s
Shutdown handler de-registered
chaiml-icld-v1-dpo-b025_v4 status is now deployed due to DeploymentManager action
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 4861.22s
Shutdown handler de-registered
chaiml-icld-v1-dpo-b025_v4 status is now torndown due to DeploymentManager action