chaiml-1105-quang-ir-mix_1988

developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mix_1988_v4
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-10T23:56:47+00:00
num_battles: 5421
num_wins: 2604
celo_rating: 1290.6
family_friendly_score: 0.5307999999999999
family_friendly_standard_error: 0.007057639265363454
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003
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': 0.46278129581126215, 'latency_mean': 2.160738545656204, 'latency_p50': 2.1614627838134766, 'latency_p90': 2.347574973106384}, {'batch_size': 2, 'throughput': 0.6760189217101513, 'latency_mean': 2.9528064632415774, 'latency_p50': 2.9458444118499756, 'latency_p90': 3.2300315618515016}, {'batch_size': 3, 'throughput': 0.8142303759113523, 'latency_mean': 3.6687166440486907, 'latency_p50': 3.6867178678512573, 'latency_p90': 4.040258765220642}, {'batch_size': 4, 'throughput': 0.920508903222841, 'latency_mean': 4.3308285462856295, 'latency_p50': 4.315925717353821, 'latency_p90': 4.873928236961365}, {'batch_size': 5, 'throughput': 0.9707593380826495, 'latency_mean': 5.13060789346695, 'latency_p50': 5.105154514312744, 'latency_p90': 5.905756831169128}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-07
win_ratio: 0.4803541781959048
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>', '\n', 'You:', '####', '####\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-1105-quang-ir-mix-1988-v4-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mix-1988-v4-mkmlizer to finish
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: Downloaded to shared memory in 56.427s
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003 already exists in ChaiML
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi0v_syu6, device:0
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: quantized model in 285.653s
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f250003 in 342.080s
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia/config.json
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia/tokenizer.json
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mix-1988-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mix-1988-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1105-quang-ir-mix-1988-v4-mkmlizer completed after 428.73s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mix-1988-v4-mkmlizer
Pipeline stage MKMLizer completed in 429.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1105-quang-ir-mix-1988-v4
Waiting for inference service chaiml-1105-quang-ir-mix-1988-v4 to be ready
Inference service chaiml-1105-quang-ir-mix-1988-v4 ready after 171.13052225112915s
Pipeline stage MKMLDeployer completed in 171.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2483184337615967s
Received healthy response to inference request in 1.7182118892669678s
Received healthy response to inference request in 1.907672643661499s
Received healthy response to inference request in 1.728621244430542s
Received healthy response to inference request in 1.880709171295166s
5 requests
0 failed requests
5th percentile: 1.7202937602996826
10th percentile: 1.7223756313323975
20th percentile: 1.7265393733978271
30th percentile: 1.7590388298034667
40th percentile: 1.8198740005493164
50th percentile: 1.880709171295166
60th percentile: 1.8914945602416993
70th percentile: 1.9022799491882325
80th percentile: 1.9758018016815186
90th percentile: 2.1120601177215574
95th percentile: 2.180189275741577
99th percentile: 2.2346926021575926
mean time: 1.8967066764831544
Pipeline stage StressChecker completed in 11.27s
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-1105-quang-ir-mix_1988_v4 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 0.10s
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-1105-quang-ir-mix-1988-v4-profiler
Waiting for inference service chaiml-1105-quang-ir-mix-1988-v4-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2688.62s
Shutdown handler de-registered
chaiml-1105-quang-ir-mix_1988_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mix_1988_v4 status is now torndown due to DeploymentManager action