developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v4
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-02T21:36:17+00:00
num_battles: 5674
num_wins: 2878
celo_rating: 1294.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
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': 0.46275204490866456, 'latency_mean': 2.1608875226974487, 'latency_p50': 2.1479657888412476, 'latency_p90': 2.3627691984176638}, {'batch_size': 2, 'throughput': 0.679586727960763, 'latency_mean': 2.9423790872097015, 'latency_p50': 2.941094160079956, 'latency_p90': 3.199696969985962}, {'batch_size': 3, 'throughput': 0.8161939584481, 'latency_mean': 3.663752828836441, 'latency_p50': 3.656098961830139, 'latency_p90': 4.16953980922699}, {'batch_size': 4, 'throughput': 0.9154755499267275, 'latency_mean': 4.362719292640686, 'latency_p50': 4.366628050804138, 'latency_p90': 4.880533885955811}, {'batch_size': 5, 'throughput': 0.9790498208819405, 'latency_mean': 5.086749138832093, 'latency_p50': 5.064565062522888, 'latency_p90': 5.8128917694091795}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-30
win_ratio: 0.5072259428974268
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': ['</s>', 'You:', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-ir-v4-1-dpo-irv0-48911-v4-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: Downloaded to shared memory in 42.659s
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4mp2yowj, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: quantized model in 285.263s
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 327.922s
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer completed after 390.16s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v4-mkmlizer
Pipeline stage MKMLizer completed in 390.71s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v4
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v4 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v4 ready after 130.6951868534088s
Pipeline stage MKMLDeployer completed in 131.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1320271492004395s
Received healthy response to inference request in 2.412914514541626s
Received healthy response to inference request in 1.8812925815582275s
Received healthy response to inference request in 1.779935359954834s
Received healthy response to inference request in 2.010890483856201s
5 requests
0 failed requests
5th percentile: 1.8002068042755126
10th percentile: 1.8204782485961915
20th percentile: 1.861021137237549
30th percentile: 1.9072121620178222
40th percentile: 1.9590513229370117
50th percentile: 2.010890483856201
60th percentile: 2.0593451499938964
70th percentile: 2.1077998161315916
80th percentile: 2.188204622268677
90th percentile: 2.300559568405151
95th percentile: 2.3567370414733886
99th percentile: 2.4016790199279785
mean time: 2.0434120178222654
Pipeline stage StressChecker completed in 12.16s
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 0.75s
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 0.72s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_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 5310.09s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v4 status is now torndown due to DeploymentManager action