developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_86921_v5
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-13T12:46:19+00:00
num_battles: 5782
num_wins: 2993
celo_rating: 1304.41
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
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': 0.4688917003036397, 'latency_mean': 2.1325893437862398, 'latency_p50': 2.12775194644928, 'latency_p90': 2.3369789123535156}, {'batch_size': 2, 'throughput': 0.6871746762635708, 'latency_mean': 2.9005625784397124, 'latency_p50': 2.919541597366333, 'latency_p90': 3.1596168994903566}, {'batch_size': 3, 'throughput': 0.8379722142639945, 'latency_mean': 3.573068391084671, 'latency_p50': 3.5601084232330322, 'latency_p90': 3.8856759309768676}, {'batch_size': 4, 'throughput': 0.9366676584373882, 'latency_mean': 4.262234907150269, 'latency_p50': 4.256122708320618, 'latency_p90': 4.88345685005188}, {'batch_size': 5, 'throughput': 0.9953396055188587, 'latency_mean': 5.00409148812294, 'latency_p50': 5.000924468040466, 'latency_p90': 5.75758888721466}]
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: 0.86
us_pacific_date: 2025-11-10
win_ratio: 0.5176409546869595
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-v5-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-86921-v5-mkmlizer to finish
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: Downloaded to shared memory in 56.946s
chaiml-1107-quang-ir-mi-86921-v5-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-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkzdqmoqg, device:0
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: quantized model in 285.160s
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_mult25k_0164641ep_2e6ct in 342.106s
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia/config.json
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-86921-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-86921-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-86921-v5-mkmlizer completed after 459.91s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-86921-v5-mkmlizer
Pipeline stage MKMLizer completed in 460.66s
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-86921-v5
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v5 to be ready
Inference service chaiml-1107-quang-ir-mi-86921-v5 ready after 170.94628357887268s
Pipeline stage MKMLDeployer completed in 171.49s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2268965244293213s
Received healthy response to inference request in 1.737839937210083s
Received healthy response to inference request in 2.272196054458618s
Received healthy response to inference request in 2.3303418159484863s
Received healthy response to inference request in 2.5254054069519043s
5 requests
0 failed requests
5th percentile: 1.8356512546539308
10th percentile: 1.9334625720977783
20th percentile: 2.1290852069854735
30th percentile: 2.2359564304351807
40th percentile: 2.2540762424468994
50th percentile: 2.272196054458618
60th percentile: 2.2954543590545655
70th percentile: 2.318712663650513
80th percentile: 2.3693545341491697
90th percentile: 2.447379970550537
95th percentile: 2.486392688751221
99th percentile: 2.5176028633117675
mean time: 2.2185359477996824
Pipeline stage StressChecker completed in 12.74s
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 0.69s
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 0.95s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v5 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 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1107-quang-ir-mi-86921-v5-profiler
Waiting for inference service chaiml-1107-quang-ir-mi-86921-v5-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5258.90s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_86921_v5 status is now torndown due to DeploymentManager action