developer_uid: qdv206
submission_id: chaiml-1110-quang-ir-mi_64996_v6
model_name: training123
model_group: ChaiML/1110-quang-ir-mix
status: torndown
timestamp: 2025-11-16T19:16:32+00:00
num_battles: 5464
num_wins: 2769
celo_rating: 1290.92
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
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': 0.4579737734318028, 'latency_mean': 2.183412779569626, 'latency_p50': 2.179468512535095, 'latency_p90': 2.380123472213745}, {'batch_size': 2, 'throughput': 0.6626610943256683, 'latency_mean': 3.0103534138202668, 'latency_p50': 3.0021392107009888, 'latency_p90': 3.2303648471832274}, {'batch_size': 3, 'throughput': 0.8046125404360794, 'latency_mean': 3.7245457541942595, 'latency_p50': 3.705263614654541, 'latency_p90': 4.069120573997497}, {'batch_size': 4, 'throughput': 0.894195631348656, 'latency_mean': 4.454999306201935, 'latency_p50': 4.466388821601868, 'latency_p90': 5.147747445106506}, {'batch_size': 5, 'throughput': 0.9504729940736185, 'latency_mean': 5.240738762617111, 'latency_p50': 5.253961205482483, 'latency_p90': 5.981461238861084}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-13
win_ratio: 0.5067715959004392
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': ['####', '####\n', '\n', '</s>', '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-1110-quang-ir-mi-64996-v6-mkmlizer
Waiting for job on chaiml-1110-quang-ir-mi-64996-v6-mkmlizer to finish
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║                                                                     ║
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chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: Downloaded to shared memory in 49.896s
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: Checking if ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 already exists in ChaiML
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmcqfkx_0, device:0
chaiml-1110-quang-ir-mi-64996-v6-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-1110-quang-ir-mi-64996-v6-mkmlizer: quantized model in 285.995s
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: Processed model ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 in 335.891s
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/config.json
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/special_tokens_map.json
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/tokenizer_config.json
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/tokenizer.json
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/flywheel_model.1.safetensors
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v6/nvidia/flywheel_model.0.safetensors
chaiml-1110-quang-ir-mi-64996-v6-mkmlizer: 
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Job chaiml-1110-quang-ir-mi-64996-v6-mkmlizer completed after 382.19s with status: succeeded
Stopping job with name chaiml-1110-quang-ir-mi-64996-v6-mkmlizer
Pipeline stage MKMLizer completed in 382.94s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1110-quang-ir-mi-64996-v6
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v6 to be ready
Inference service chaiml-1110-quang-ir-mi-64996-v6 ready after 151.04786705970764s
Pipeline stage MKMLDeployer completed in 151.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.018665075302124s
Received healthy response to inference request in 1.921788215637207s
Received healthy response to inference request in 1.7691380977630615s
Received healthy response to inference request in 1.6576120853424072s
Received healthy response to inference request in 2.0087788105010986s
5 requests
0 failed requests
5th percentile: 1.679917287826538
10th percentile: 1.7022224903106689
20th percentile: 1.7468328952789307
30th percentile: 1.7996681213378907
40th percentile: 1.8607281684875487
50th percentile: 1.921788215637207
60th percentile: 1.9565844535827637
70th percentile: 1.9913806915283203
80th percentile: 2.0107560634613035
90th percentile: 2.014710569381714
95th percentile: 2.016687822341919
99th percentile: 2.018269624710083
mean time: 1.8751964569091797
Pipeline stage StressChecker completed in 21.52s
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 0.68s
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 0.66s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v6 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1110-quang-ir-mi-64996-v6-profiler
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v6-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 5181.03s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v6 status is now torndown due to DeploymentManager action