developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_74661_v4
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T19:31:39+00:00
num_battles: 6151
num_wins: 3116
celo_rating: 1293.7
family_friendly_score: 0.5112
family_friendly_standard_error: 0.007069293599787747
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct
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': 0.45934386665358506, 'latency_mean': 2.1769074106216433, 'latency_p50': 2.202486753463745, 'latency_p90': 2.354689693450928}, {'batch_size': 3, 'throughput': 0.8218663970434855, 'latency_mean': 3.6415422427654267, 'latency_p50': 3.632693648338318, 'latency_p90': 4.066077256202697}, {'batch_size': 5, 'throughput': 0.9940073403851597, 'latency_mean': 5.010827882289886, 'latency_p50': 4.978750109672546, 'latency_p90': 5.78563768863678}, {'batch_size': 6, 'throughput': 1.0406390808519115, 'latency_mean': 5.740290493965149, 'latency_p50': 5.711916446685791, 'latency_p90': 6.558222985267639}, {'batch_size': 10, 'throughput': 1.1349274225185446, 'latency_mean': 8.752141126394271, 'latency_p50': 8.798179626464844, 'latency_p90': 9.908801460266114}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-08
win_ratio: 0.5065842952365469
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': ['You:', '</s>', '####', '\n'], '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-1107-quang-ir-mi-74661-v4-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-74661-v4-mkmlizer to finish
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: Downloaded to shared memory in 51.814s
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5w5u2w9f, device:0
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-1106-quang-ir-mi_82003_v3: HTTPConnectionPool(host='chaiml-1106-quang-ir-mi-82003-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: quantized model in 283.874s
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct in 335.688s
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/config.json
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-74661-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-74661-v4-mkmlizer completed after 378.32s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-74661-v4-mkmlizer
Pipeline stage MKMLizer completed in 378.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-74661-v4
Waiting for inference service chaiml-1107-quang-ir-mi-74661-v4 to be ready
Inference service chaiml-1107-quang-ir-mi-74661-v4 ready after 191.06132817268372s
Pipeline stage MKMLDeployer completed in 193.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0890145301818848s
Received healthy response to inference request in 2.3011858463287354s
Received healthy response to inference request in 1.9514424800872803s
Received healthy response to inference request in 1.8376257419586182s
Received healthy response to inference request in 2.8472225666046143s
5 requests
0 failed requests
5th percentile: 1.8603890895843507
10th percentile: 1.883152437210083
20th percentile: 1.9286791324615478
30th percentile: 1.9789568901062011
40th percentile: 2.033985710144043
50th percentile: 2.0890145301818848
60th percentile: 2.173883056640625
70th percentile: 2.2587515830993654
80th percentile: 2.4103931903839113
90th percentile: 2.628807878494263
95th percentile: 2.7380152225494383
99th percentile: 2.825381097793579
mean time: 2.2052982330322264
Pipeline stage StressChecker completed in 12.35s
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 0.63s
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 0.65s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_74661_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2993.86s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_74661_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_74661_v4 status is now torndown due to DeploymentManager action