developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_40057_v7
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-04T00:21:50+00:00
num_battles: 6265
num_wins: 3227
celo_rating: 1293.9
family_friendly_score: 0.48
family_friendly_standard_error: 0.007065408693062277
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01
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': 0.465939894254207, 'latency_mean': 2.1460991966724396, 'latency_p50': 2.138035297393799, 'latency_p90': 2.3675392627716065}, {'batch_size': 3, 'throughput': 0.8354190980437969, 'latency_mean': 3.5760016214847563, 'latency_p50': 3.570128560066223, 'latency_p90': 4.092134928703308}, {'batch_size': 5, 'throughput': 1.00493352696189, 'latency_mean': 4.954770797491074, 'latency_p50': 4.940872073173523, 'latency_p90': 5.742502284049988}, {'batch_size': 6, 'throughput': 1.04787852288623, 'latency_mean': 5.683867039680481, 'latency_p50': 5.711805820465088, 'latency_p90': 6.395089197158813}, {'batch_size': 10, 'throughput': 1.1459077498696109, 'latency_mean': 8.677671377658845, 'latency_p50': 8.704835891723633, 'latency_p90': 9.876034951210022}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-31
win_ratio: 0.5150837988826815
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': ['\n', 'You:', 'User:', '</s>'], 'max_input_tokens': 2048, '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': 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-irv0-40057-v7-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: Downloaded to shared memory in 44.806s
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7znr0vms, device:0
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: quantized model in 291.902s
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 in 336.708s
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer completed after 408.12s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-40057-v7-mkmlizer
Pipeline stage MKMLizer completed in 408.66s
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-irv0-40057-v7
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-40057-v7 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-40057-v7 ready after 130.66448593139648s
Pipeline stage MKMLDeployer completed in 131.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.478192090988159s
Received healthy response to inference request in 1.7411136627197266s
Received healthy response to inference request in 1.7774181365966797s
Received healthy response to inference request in 1.7498340606689453s
Received healthy response to inference request in 1.7960917949676514s
5 requests
0 failed requests
5th percentile: 1.7428577423095704
10th percentile: 1.7446018218994142
20th percentile: 1.7480899810791015
30th percentile: 1.7553508758544922
40th percentile: 1.7663845062255858
50th percentile: 1.7774181365966797
60th percentile: 1.7848875999450684
70th percentile: 1.7923570632934571
80th percentile: 1.932511854171753
90th percentile: 2.205351972579956
95th percentile: 2.3417720317840574
99th percentile: 2.450908079147339
mean time: 1.9085299491882324
Pipeline stage StressChecker completed in 11.02s
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 1.04s
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 0.76s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v7 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3135.83s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_40057_v7 status is now torndown due to DeploymentManager action