chaiml-1114-quang-ir-cl_35697

developer_uid: qdv206
submission_id: chaiml-1114-quang-ir-cl_35697_v2
model_name: training123
model_group: ChaiML/1114-quang-ir-cld
status: torndown
timestamp: 2025-11-17T17:01:33+00:00
num_battles: 5755
num_wins: 3052
celo_rating: 1306.08
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs
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': 0.38276188299424274, 'latency_mean': 2.612471921443939, 'latency_p50': 2.2987232208251953, 'latency_p90': 3.829947257041931}, {'batch_size': 2, 'throughput': 0.6522896618599977, 'latency_mean': 3.0541892325878144, 'latency_p50': 3.053837537765503, 'latency_p90': 3.2810016870498657}, {'batch_size': 3, 'throughput': 0.7871010528668032, 'latency_mean': 3.7932883822917938, 'latency_p50': 3.8090968132019043, 'latency_p90': 4.155664181709289}, {'batch_size': 4, 'throughput': 0.8803996526573434, 'latency_mean': 4.527889827489853, 'latency_p50': 4.513389348983765, 'latency_p90': 5.205519366264343}, {'batch_size': 5, 'throughput': 0.9318430776642899, 'latency_mean': 5.357336258888244, 'latency_p50': 5.395835638046265, 'latency_p90': 6.111170363426209}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-14
win_ratio: 0.5303214596003475
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:', '\n', '</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-1114-quang-ir-cl-35697-v2-mkmlizer
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Waiting for job on chaiml-1114-quang-ir-cl-35697-v2-mkmlizer to finish
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: Downloaded to shared memory in 48.919s
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqucily5f, device:0
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: quantized model in 286.756s
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs in 335.675s
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/config.json
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-35697-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1114-quang-ir-cl-35697-v2-mkmlizer completed after 420.35s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-35697-v2-mkmlizer
Pipeline stage MKMLizer completed in 421.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-35697-v2
Waiting for inference service chaiml-1114-quang-ir-cl-35697-v2 to be ready
Inference service chaiml-1114-quang-ir-cl-35697-v2 ready after 161.26537990570068s
Pipeline stage MKMLDeployer completed in 161.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.0028975009918213s
Received healthy response to inference request in 1.7166202068328857s
Received healthy response to inference request in 2.1914989948272705s
Received healthy response to inference request in 2.2229175567626953s
Received healthy response to inference request in 1.6828579902648926s
5 requests
0 failed requests
5th percentile: 1.6896104335784912
10th percentile: 1.6963628768920898
20th percentile: 1.7098677635192872
30th percentile: 1.8115959644317627
40th percentile: 2.0015474796295165
50th percentile: 2.1914989948272705
60th percentile: 2.2040664196014403
70th percentile: 2.21663384437561
80th percentile: 2.378913545608521
90th percentile: 2.690905523300171
95th percentile: 2.8469015121459957
99th percentile: 2.9716983032226563
mean time: 2.163358449935913
Pipeline stage StressChecker completed in 12.29s
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 0.70s
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 0.68s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_35697_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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1114-quang-ir-cl-35697-v2-profiler
Waiting for inference service chaiml-1114-quang-ir-cl-35697-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5406.89s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_35697_v2 status is now torndown due to DeploymentManager action