developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_86921_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: inactive
timestamp: 2025-11-09T21:52:16+00:00
num_battles: 5199
num_wins: 2684
celo_rating: 1311.68
family_friendly_score: 0.5076
family_friendly_standard_error: 0.007070250914925157
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-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': 0.46178321515762044, 'latency_mean': 2.1653904092311858, 'latency_p50': 2.160647988319397, 'latency_p90': 2.364132261276245}, {'batch_size': 2, 'throughput': 0.6683623163245126, 'latency_mean': 2.989961276054382, 'latency_p50': 3.0208815336227417, 'latency_p90': 3.2592851400375364}, {'batch_size': 3, 'throughput': 0.8101991354302823, 'latency_mean': 3.6959190022945405, 'latency_p50': 3.6968164443969727, 'latency_p90': 3.9850801467895507}, {'batch_size': 4, 'throughput': 0.8961269532782942, 'latency_mean': 4.441669484376908, 'latency_p50': 4.4450602531433105, 'latency_p90': 4.934141731262207}, {'batch_size': 5, 'throughput': 0.955219146826756, 'latency_mean': 5.204001001119614, 'latency_p50': 5.260277509689331, 'latency_p90': 5.955527806282044}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-08
win_ratio: 0.5162531256010772
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:', '####', '</s>'], '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-86921-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-86921-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: Downloaded to shared memory in 51.145s
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkrkjumep, device:0
chaiml-1107-quang-ir-mi-86921-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-1107-quang-ir-mi-86921-v2-mkmlizer: quantized model in 283.644s
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct in 334.789s
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v2/nvidia
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v2/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v2/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v2/nvidia/flywheel_model.0.safetensors
chaiml-1107-quang-ir-mi-86921-v2-mkmlizer: 
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Job chaiml-1107-quang-ir-mi-86921-v2-mkmlizer completed after 390.01s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-86921-v2-mkmlizer
Pipeline stage MKMLizer completed in 390.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v2
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v2 to be ready
Inference service chaiml-1107-quang-ir-mi-86921-v2 ready after 180.89876651763916s
Pipeline stage MKMLDeployer completed in 181.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.069704055786133s
Received healthy response to inference request in 2.558445692062378s
Received healthy response to inference request in 1.745570182800293s
Received healthy response to inference request in 2.43869686126709s
Received healthy response to inference request in 1.9703309535980225s
5 requests
0 failed requests
5th percentile: 1.7905223369598389
10th percentile: 1.8354744911193848
20th percentile: 1.9253787994384766
30th percentile: 1.9902055740356446
40th percentile: 2.0299548149108886
50th percentile: 2.069704055786133
60th percentile: 2.2173011779785154
70th percentile: 2.3648983001708985
80th percentile: 2.4626466274261474
90th percentile: 2.510546159744263
95th percentile: 2.5344959259033204
99th percentile: 2.5536557388305665
mean time: 2.1565495491027833
Pipeline stage StressChecker completed in 12.18s
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 0.65s
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_86921_v2 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 2953.85s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_86921_v2 status is now protected due to ABTestQueueItem
chaiml-1107-quang-ir-mi_86921_v2 status is now protected due to ABTestQueueItem