developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v7
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-04T00:21:51+00:00
num_battles: 6040
num_wins: 3077
celo_rating: 1287.17
family_friendly_score: 0.4636
family_friendly_standard_error: 0.007052305155053913
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.4671149909412348, 'latency_mean': 2.1406779313087463, 'latency_p50': 2.1499592065811157, 'latency_p90': 2.3381545305252076}, {'batch_size': 2, 'throughput': 0.6895963404903338, 'latency_mean': 2.8963614463806153, 'latency_p50': 2.9049183130264282, 'latency_p90': 3.1734500169754027}, {'batch_size': 3, 'throughput': 0.8275840723952327, 'latency_mean': 3.6199345207214355, 'latency_p50': 3.607545852661133, 'latency_p90': 3.9230578422546385}, {'batch_size': 4, 'throughput': 0.9296137306257296, 'latency_mean': 4.291534929275513, 'latency_p50': 4.2794400453567505, 'latency_p90': 4.911542630195617}, {'batch_size': 5, 'throughput': 0.9945033864713179, 'latency_mean': 5.01139923453331, 'latency_p50': 5.0496357679367065, 'latency_p90': 5.704383707046508}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-31
win_ratio: 0.5094370860927152
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>', '\n', 'User:', 'You:'], '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-irv1-27949-v7-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: Downloaded to shared memory in 46.118s
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6x6ng7kh, device:0
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: quantized model in 290.892s
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 337.011s
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer completed after 408.36s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v7-mkmlizer
Pipeline stage MKMLizer completed in 408.92s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v7
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v7 to be ready
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...gudu_93481_v7/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Inference service chaiml-ir-v4-1-dpo-irv1-27949-v7 ready after 130.5969750881195s
Pipeline stage MKMLDeployer completed in 131.62s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2500226497650146s
Received healthy response to inference request in 1.8831143379211426s
Received healthy response to inference request in 2.158916711807251s
Received healthy response to inference request in 1.8781187534332275s
Received healthy response to inference request in 2.2662734985351562s
5 requests
0 failed requests
5th percentile: 1.8791178703308105
10th percentile: 1.8801169872283936
20th percentile: 1.8821152210235597
30th percentile: 1.9382748126983642
40th percentile: 2.0485957622528077
50th percentile: 2.158916711807251
60th percentile: 2.1953590869903565
70th percentile: 2.231801462173462
80th percentile: 2.253272819519043
90th percentile: 2.2597731590270995
95th percentile: 2.263023328781128
99th percentile: 2.2656234645843507
mean time: 2.0872891902923585
Pipeline stage StressChecker completed in 12.38s
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 0.81s
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 0.96s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v7 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv1-27949-v7-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v7-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3082.82s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv1_27949_v7 status is now torndown due to DeploymentManager action