chaiml-1031-quang-ir-mi_66604

developer_uid: qdv206
submission_id: chaiml-1031-quang-ir-mi_66604_v2
model_name: training123
model_group: ChaiML/1031-quang-ir-mix
status: torndown
timestamp: 2025-11-04T03:21:13+00:00
num_battles: 7060
num_wins: 3667
celo_rating: 1299.79
family_friendly_score: 0.5008
family_friendly_standard_error: 0.007071058760892883
submission_type: basic
model_repo: ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6
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': 0.46760181447882093, 'latency_mean': 2.1384732007980345, 'latency_p50': 2.127801537513733, 'latency_p90': 2.3595391750335692}, {'batch_size': 2, 'throughput': 0.6806081024353049, 'latency_mean': 2.936873368024826, 'latency_p50': 2.9497464895248413, 'latency_p90': 3.1674389600753785}, {'batch_size': 3, 'throughput': 0.8248258892987447, 'latency_mean': 3.6278364944458006, 'latency_p50': 3.640893578529358, 'latency_p90': 3.969950819015503}, {'batch_size': 4, 'throughput': 0.9262455721165037, 'latency_mean': 4.305855000019074, 'latency_p50': 4.297232031822205, 'latency_p90': 5.012583017349243}, {'batch_size': 5, 'throughput': 0.9793150360141635, 'latency_mean': 5.08208230137825, 'latency_p50': 5.116111874580383, 'latency_p90': 5.813971209526062}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-31
win_ratio: 0.5194050991501417
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '####', '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-1031-quang-ir-mi-66604-v2-mkmlizer
Waiting for job on chaiml-1031-quang-ir-mi-66604-v2-mkmlizer to finish
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║                                                                     ║
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chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: Downloaded to shared memory in 51.802s
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: Checking if ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6 already exists in ChaiML
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7u9vqv5d, device:0
chaiml-1031-quang-ir-mi-66604-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', '')
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-1031-quang-ir-mi-66604-v2-mkmlizer: quantized model in 284.728s
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: Processed model ChaiML/1031-quang-ir-mixoct31-cld-iq8-adh8_5e6 in 336.530s
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/config.json
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/special_tokens_map.json
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/tokenizer_config.json
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/tokenizer.json
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/flywheel_model.1.safetensors
chaiml-1031-quang-ir-mi-66604-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-mi-66604-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1031-quang-ir-mi-66604-v2-mkmlizer completed after 428.19s with status: succeeded
Stopping job with name chaiml-1031-quang-ir-mi-66604-v2-mkmlizer
Pipeline stage MKMLizer completed in 429.21s
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-1031-quang-ir-mi-66604-v2
Waiting for inference service chaiml-1031-quang-ir-mi-66604-v2 to be ready
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', '')
Inference service chaiml-1031-quang-ir-mi-66604-v2 ready after 130.7202889919281s
Pipeline stage MKMLDeployer completed in 131.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3258330821990967s
Received healthy response to inference request in 1.8070640563964844s
Received healthy response to inference request in 2.0698351860046387s
Received healthy response to inference request in 1.9085586071014404s
Received healthy response to inference request in 2.132436752319336s
5 requests
0 failed requests
5th percentile: 1.8273629665374755
10th percentile: 1.8476618766784667
20th percentile: 1.8882596969604493
30th percentile: 1.94081392288208
40th percentile: 2.0053245544433596
50th percentile: 2.0698351860046387
60th percentile: 2.0948758125305176
70th percentile: 2.1199164390563965
80th percentile: 2.171116018295288
90th percentile: 2.2484745502471926
95th percentile: 2.2871538162231446
99th percentile: 2.3180972290039064
mean time: 2.048745536804199
Pipeline stage StressChecker completed in 12.13s
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 1.02s
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 0.75s
Shutdown handler de-registered
chaiml-1031-quang-ir-mi_66604_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 0.09s
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-1031-quang-ir-mi-66604-v2-profiler
Waiting for inference service chaiml-1031-quang-ir-mi-66604-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3056.58s
Shutdown handler de-registered
chaiml-1031-quang-ir-mi_66604_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1031-quang-ir-mi_66604_v2 status is now torndown due to DeploymentManager action