chaiml-ir-v3-4-dpo-qcld_50792

developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-qcld_50792_v3
model_name: test
model_group: ChaiML/ir-v3-4-dpo_qcld-
status: torndown
timestamp: 2025-11-17T23:01:27+00:00
num_battles: 5636
num_wins: 2820
celo_rating: 1284.16
family_friendly_score: 0.506
family_friendly_standard_error: 0.007070558676653493
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_qcld-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': 0.45629171269357477, 'latency_mean': 2.191478370428085, 'latency_p50': 2.189817190170288, 'latency_p90': 2.399476933479309}, {'batch_size': 2, 'throughput': 0.6543951730492581, 'latency_mean': 3.055671638250351, 'latency_p50': 3.0557550191879272, 'latency_p90': 3.332969403266907}, {'batch_size': 3, 'throughput': 0.7830567939715233, 'latency_mean': 3.8286519169807436, 'latency_p50': 3.8259629011154175, 'latency_p90': 4.477519536018372}, {'batch_size': 4, 'throughput': 0.8656215535173627, 'latency_mean': 4.597103003263474, 'latency_p50': 4.615785360336304, 'latency_p90': 5.231183815002441}, {'batch_size': 5, 'throughput': 0.9170141387843682, 'latency_mean': 5.438045220375061, 'latency_p50': 5.4689401388168335, 'latency_p90': 6.134695792198181}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_qcld-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.77
us_pacific_date: 2025-11-14
win_ratio: 0.5003548616039745
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:', '\n', '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-v3-4-dpo-qcld-50792-v3-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer to finish
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: Downloaded to shared memory in 49.769s
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_qcld-cosine already exists in ChaiML
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpucyuv2ok, device:0
chaiml-ir-v3-4-dpo-qcld-50792-v3-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-v3-4-dpo-qcld-50792-v3-mkmlizer: quantized model in 285.411s
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_qcld-cosine in 335.181s
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/config.json
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-50792-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer completed after 389.47s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-qcld-50792-v3-mkmlizer
Pipeline stage MKMLizer completed in 390.02s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.43s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-qcld-50792-v3
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-50792-v3 to be ready
Inference service chaiml-ir-v3-4-dpo-qcld-50792-v3 ready after 150.80801224708557s
Pipeline stage MKMLDeployer completed in 151.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.9821617603302s
Received healthy response to inference request in 1.9243319034576416s
Received healthy response to inference request in 1.9580984115600586s
Received healthy response to inference request in 2.5890181064605713s
Received healthy response to inference request in 1.8073875904083252s
5 requests
0 failed requests
5th percentile: 1.8307764530181885
10th percentile: 1.8541653156280518
20th percentile: 1.9009430408477783
30th percentile: 1.931085205078125
40th percentile: 1.9445918083190918
50th percentile: 1.9580984115600586
60th percentile: 2.2104662895202636
70th percentile: 2.4628341674804686
80th percentile: 2.6676468372344972
90th percentile: 2.8249042987823487
95th percentile: 2.9035330295562742
99th percentile: 2.966436014175415
mean time: 2.2521995544433593
Pipeline stage StressChecker completed in 12.62s
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 0.66s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_50792_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
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 3012.98s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_50792_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-qcld_50792_v3 status is now torndown due to DeploymentManager action