developer_uid: qdv206
submission_id: chaiml-1031-quang-ir-ltr_9208_v2
model_name: training123
model_group: ChaiML/1031-quang-ir-ltr
status: torndown
timestamp: 2025-11-04T00:21:49+00:00
num_battles: 5395
num_wins: 2767
celo_rating: 1299.99
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1031-quang-ir-ltry-mix3-maxb3-cld3b-iq8-adh8_5e62ep
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': 0.4577550413482238, 'latency_mean': 2.1844542813301087, 'latency_p50': 2.1868574619293213, 'latency_p90': 2.3877933740615847}, {'batch_size': 2, 'throughput': 0.6708256865274317, 'latency_mean': 2.974829453229904, 'latency_p50': 2.983039617538452, 'latency_p90': 3.253422665596008}, {'batch_size': 3, 'throughput': 0.8057801331978668, 'latency_mean': 3.710377606153488, 'latency_p50': 3.7007869482040405, 'latency_p90': 4.336816334724427}, {'batch_size': 4, 'throughput': 0.9059336174086862, 'latency_mean': 4.4087908411026, 'latency_p50': 4.464844465255737, 'latency_p90': 5.111446785926819}, {'batch_size': 5, 'throughput': 0.9663346297536851, 'latency_mean': 5.149028321504593, 'latency_p50': 5.128705978393555, 'latency_p90': 5.941764640808105}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1031-quang-ir-ltry-mix3-maxb3-cld3b-iq8-adh8_5e62ep
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-10-31
win_ratio: 0.5128822984244671
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-ltr-9208-v2-mkmlizer
Waiting for job on chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer to finish
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║                                                                     ║
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chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ║                                                                     ║
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: Downloaded to shared memory in 53.449s
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: Checking if ChaiML/1031-quang-ir-ltry-mix3-maxb3-cld3b-iq8-adh8_5e62ep already exists in ChaiML
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8v5bfaf3, device:0
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: quantized model in 286.959s
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: Processed model ChaiML/1031-quang-ir-ltry-mix3-maxb3-cld3b-iq8-adh8_5e62ep in 340.409s
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/config.json
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/special_tokens_map.json
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/tokenizer_config.json
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/tokenizer.json
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/flywheel_model.1.safetensors
chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1031-quang-ir-ltr-9208-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer completed after 407.74s with status: succeeded
Stopping job with name chaiml-1031-quang-ir-ltr-9208-v2-mkmlizer
Pipeline stage MKMLizer completed in 408.31s
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-1031-quang-ir-ltr-9208-v2
Waiting for inference service chaiml-1031-quang-ir-ltr-9208-v2 to be ready
Inference service chaiml-1031-quang-ir-ltr-9208-v2 ready after 130.67452836036682s
Pipeline stage MKMLDeployer completed in 131.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1463828086853027s
Received healthy response to inference request in 2.0058393478393555s
Received healthy response to inference request in 2.209399700164795s
Received healthy response to inference request in 2.0688416957855225s
Received healthy response to inference request in 2.017815351486206s
5 requests
0 failed requests
5th percentile: 2.0082345485687254
10th percentile: 2.010629749298096
20th percentile: 2.015420150756836
30th percentile: 2.0280206203460693
40th percentile: 2.048431158065796
50th percentile: 2.0688416957855225
60th percentile: 2.0998581409454347
70th percentile: 2.130874586105347
80th percentile: 2.1589861869812013
90th percentile: 2.184192943572998
95th percentile: 2.1967963218688964
99th percentile: 2.206879024505615
mean time: 2.0896557807922362
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 1.53s
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 0.71s
Shutdown handler de-registered
chaiml-1031-quang-ir-ltr_9208_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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1031-quang-ir-ltr-9208-v2-profiler
Waiting for inference service chaiml-1031-quang-ir-ltr-9208-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 4597.88s
Shutdown handler de-registered
chaiml-1031-quang-ir-ltr_9208_v2 status is now torndown due to DeploymentManager action