chaiml-ir-v4-2-dpo-irv0_35646

developer_uid: zonemercy
submission_id: chaiml-ir-v4-2-dpo-irv0_35646_v2
model_name: test
model_group: ChaiML/ir-v4-2-dpo_irv0-
status: torndown
timestamp: 2025-11-06T05:21:11+00:00
num_battles: 6414
num_wins: 3343
celo_rating: 1309.33
family_friendly_score: 0.48860000000000003
family_friendly_standard_error: 0.007069229661002675
submission_type: basic
model_repo: ChaiML/ir-v4-2-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': 0.4628887485802201, 'latency_mean': 2.160245887041092, 'latency_p50': 2.162487506866455, 'latency_p90': 2.367234802246094}, {'batch_size': 2, 'throughput': 0.6752750079520186, 'latency_mean': 2.961532279253006, 'latency_p50': 2.9520533084869385, 'latency_p90': 3.2069793462753293}, {'batch_size': 3, 'throughput': 0.8098620274600505, 'latency_mean': 3.690797270536423, 'latency_p50': 3.6800252199172974, 'latency_p90': 4.006733703613281}, {'batch_size': 4, 'throughput': 0.9059294740333204, 'latency_mean': 4.404008897542954, 'latency_p50': 4.4224549531936646, 'latency_p90': 5.091137504577636}, {'batch_size': 5, 'throughput': 0.9660075102906948, 'latency_mean': 5.155677894353866, 'latency_p50': 5.176192760467529, 'latency_p90': 5.915454912185669}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-2-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-02
win_ratio: 0.5212036170876209
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', '</s>', 'You:', 'User:'], '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-v4-2-dpo-irv0-35646-v2-mkmlizer
Waiting for job on chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer to finish
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-1102-quang-ir-mi_90837_v1: ('http://chaiml-1102-quang-ir-mi-90837-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33654->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: Downloaded to shared memory in 55.148s
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: Checking if ChaiML/ir-v4-2-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl6q2amfz, device:0
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v4-2-dpo-irv0-35646-v2-mkmlizer: quantized model in 285.120s
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: Processed model ChaiML/ir-v4-2-dpo_irv0-lr5e6b01 in 340.268s
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/config.json
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/special_tokens_map.json
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/tokenizer.json
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-2-dpo-irv0-35646-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer completed after 389.51s with status: succeeded
Stopping job with name chaiml-ir-v4-2-dpo-irv0-35646-v2-mkmlizer
Pipeline stage MKMLizer completed in 390.10s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-2-dpo-irv0-35646-v2
Waiting for inference service chaiml-ir-v4-2-dpo-irv0-35646-v2 to be ready
Inference service chaiml-ir-v4-2-dpo-irv0-35646-v2 ready after 130.99570894241333s
Pipeline stage MKMLDeployer completed in 131.62s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1977224349975586s
Received healthy response to inference request in 2.2924070358276367s
Received healthy response to inference request in 1.9457499980926514s
Received healthy response to inference request in 1.7564396858215332s
Received healthy response to inference request in 2.200040578842163s
5 requests
0 failed requests
5th percentile: 1.7943017482757568
10th percentile: 1.8321638107299805
20th percentile: 1.9078879356384277
30th percentile: 1.9961444854736328
40th percentile: 2.096933460235596
50th percentile: 2.1977224349975586
60th percentile: 2.1986496925354
70th percentile: 2.1995769500732423
80th percentile: 2.2185138702392577
90th percentile: 2.2554604530334474
95th percentile: 2.273933744430542
99th percentile: 2.288712377548218
mean time: 2.0784719467163084
Pipeline stage StressChecker completed in 11.96s
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 0.76s
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 0.69s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv0_35646_v2 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-2-dpo-irv0-35646-v2-profiler
Waiting for inference service chaiml-ir-v4-2-dpo-irv0-35646-v2-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 2973.97s
Shutdown handler de-registered
chaiml-ir-v4-2-dpo-irv0_35646_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-2-dpo-irv0_35646_v2 status is now torndown due to DeploymentManager action