developer_uid: chai_backend_admin
submission_id: chaiml-1113-quang-ir-cl_12143_v1
model_name: training123
model_group: ChaiML/1113-quang-ir-cld
status: torndown
timestamp: 2025-11-17T03:01:53+00:00
num_battles: 5647
num_wins: 2909
celo_rating: 1299.44
family_friendly_score: 0.503
family_friendly_standard_error: 0.007070940531499328
submission_type: basic
model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs07-dporm_freev22rm_0164642ep_5e6ct
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': 0.22071014276598264, 'latency_mean': 4.530728462934494, 'latency_p50': 4.239085912704468, 'latency_p90': 6.7168282747268675}, {'batch_size': 2, 'throughput': 0.4583699415990773, 'latency_mean': 4.3598084390163425, 'latency_p50': 3.745699644088745, 'latency_p90': 6.15402889251709}, {'batch_size': 3, 'throughput': 0.6914573830462291, 'latency_mean': 4.321916952133178, 'latency_p50': 4.323729157447815, 'latency_p90': 4.7221287250518795}, {'batch_size': 4, 'throughput': 0.7862490420592383, 'latency_mean': 5.072695804834366, 'latency_p50': 5.0484724044799805, 'latency_p90': 5.810747957229614}, {'batch_size': 5, 'throughput': 0.6115826394555817, 'latency_mean': 8.128443685770035, 'latency_p50': 8.14075255393982, 'latency_p90': 9.288048672676087}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs07-dporm_freev22rm_0164642ep_5e6ct
model_size: 24B
ranking_group: single
us_pacific_date: 2025-11-13
win_ratio: 0.5151407827164867
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:'], '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-1113-quang-ir-cl-12143-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-12143-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
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chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Version: 0.30.2 ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ belonging to: ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ║ ║
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: Downloaded to shared memory in 66.038s
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs07-dporm_freev22rm_0164642ep_5e6ct already exists in ChaiML
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpmedwcb7_, device:0
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: quantized model in 42.659s
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-imprvcld-fs07-dporm_freev22rm_0164642ep_5e6ct in 108.697s
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-cl-12143-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-12143-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1113-quang-ir-cl-12143-v1-mkmlizer completed after 157.9s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-12143-v1-mkmlizer
Pipeline stage MKMLizer completed in 158.50s
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Creating inference service chaiml-1113-quang-ir-cl-12143-v1
Waiting for inference service chaiml-1113-quang-ir-cl-12143-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-12143-v1 ready after 151.02385568618774s
Pipeline stage MKMLDeployer completed in 151.99s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.897552967071533s
Received healthy response to inference request in 2.246234655380249s
Received healthy response to inference request in 2.2360336780548096s
Received healthy response to inference request in 2.083995819091797s
Received healthy response to inference request in 2.222614049911499s
5 requests
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5th percentile: 2.1117194652557374
10th percentile: 2.139443111419678
20th percentile: 2.1948904037475585
30th percentile: 2.225297975540161
40th percentile: 2.2306658267974853
50th percentile: 2.2360336780548096
60th percentile: 2.2401140689849854
70th percentile: 2.2441944599151613
80th percentile: 2.376498317718506
90th percentile: 2.6370256423950194
95th percentile: 2.7672893047332763
99th percentile: 2.871500234603882
mean time: 2.3372862339019775
Pipeline stage StressChecker completed in 13.45s
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