developer_uid: qdv206
submission_id: chaiml-1106-quang-ir-mi_98020_v4
model_name: training123
model_group: ChaiML/1106-quang-ir-mix
status: torndown
timestamp: 2025-11-09T20:26:43+00:00
num_battles: 5498
num_wins: 2794
celo_rating: 1300.52
family_friendly_score: 0.5272
family_friendly_standard_error: 0.00706059714188538
submission_type: basic
model_repo: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_0132322ep
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': 0.4627872524414607, 'latency_mean': 2.160696939229965, 'latency_p50': 2.1553120613098145, 'latency_p90': 2.3741695880889893}, {'batch_size': 2, 'throughput': 0.6757511025832655, 'latency_mean': 2.956147711277008, 'latency_p50': 2.9571162462234497, 'latency_p90': 3.18869891166687}, {'batch_size': 3, 'throughput': 0.8158099812916859, 'latency_mean': 3.672573536634445, 'latency_p50': 3.668381094932556, 'latency_p90': 4.030419492721557}, {'batch_size': 4, 'throughput': 0.9170602968537945, 'latency_mean': 4.349868460893631, 'latency_p50': 4.335243463516235, 'latency_p90': 4.978600645065308}, {'batch_size': 5, 'throughput': 0.9722847013330645, 'latency_mean': 5.129355925321579, 'latency_p50': 5.123048543930054, 'latency_p90': 5.846441459655762}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_0132322ep
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-06
win_ratio: 0.5081847944707166
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>', '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-1106-quang-ir-mi-98020-v4-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mi-98020-v4-mkmlizer to finish
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-1106-quang-ir-mi-98020-v4-mkmlizer: Downloaded to shared memory in 53.667s
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: Checking if ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_0132322ep already exists in ChaiML
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcbbbh01d, device:0
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
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-1106-quang-ir-mi-98020-v4-mkmlizer: quantized model in 285.117s
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: Processed model ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-f5000-dpo_0132322ep in 338.784s
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/config.json
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/tokenizer.json
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/flywheel_model.1.safetensors
chaiml-1106-quang-ir-mi-98020-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-98020-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1106-quang-ir-mi-98020-v4-mkmlizer completed after 431.86s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mi-98020-v4-mkmlizer
Pipeline stage MKMLizer completed in 432.55s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1106-quang-ir-mi-98020-v4
Waiting for inference service chaiml-1106-quang-ir-mi-98020-v4 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-1106-quang-ir-mi-98020-v4 ready after 161.2427544593811s
Pipeline stage MKMLDeployer completed in 161.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.314406633377075s
Received healthy response to inference request in 1.9213125705718994s
Received healthy response to inference request in 1.721147060394287s
Received healthy response to inference request in 1.6936085224151611s
Received healthy response to inference request in 1.8246049880981445s
5 requests
0 failed requests
5th percentile: 1.6991162300109863
10th percentile: 1.7046239376068115
20th percentile: 1.715639352798462
30th percentile: 1.7418386459350585
40th percentile: 1.7832218170166017
50th percentile: 1.8246049880981445
60th percentile: 1.8632880210876466
70th percentile: 1.9019710540771484
80th percentile: 1.9999313831329346
90th percentile: 2.157169008255005
95th percentile: 2.2357878208160398
99th percentile: 2.298682870864868
mean time: 1.8950159549713135
Pipeline stage StressChecker completed in 11.09s
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 0.79s
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-1106-quang-ir-mi_98020_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 0.14s
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-1106-quang-ir-mi-98020-v4-profiler
Waiting for inference service chaiml-1106-quang-ir-mi-98020-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 2700.68s
Shutdown handler de-registered
chaiml-1106-quang-ir-mi_98020_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-1106-quang-ir-mi_98020_v4 status is now torndown due to DeploymentManager action