chaiml-1107-quang-ir-mi_97338

developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_97338_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T13:21:33+00:00
num_battles: 6134
num_wins: 3048
celo_rating: 1292.76
family_friendly_score: 0.5464
family_friendly_standard_error: 0.007040554523615309
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_2e6ct
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': 0.35337988762424977, 'latency_mean': 2.829697599411011, 'latency_p50': 2.2085546255111694, 'latency_p90': 5.23859212398529}, {'batch_size': 2, 'throughput': 0.6718766448791827, 'latency_mean': 2.973414009809494, 'latency_p50': 2.9920878410339355, 'latency_p90': 3.203057312965393}, {'batch_size': 3, 'throughput': 0.824304104701045, 'latency_mean': 3.62229101061821, 'latency_p50': 3.5920978784561157, 'latency_p90': 4.134447622299194}, {'batch_size': 4, 'throughput': 0.9123659078931918, 'latency_mean': 4.3605699956417086, 'latency_p50': 4.3673049211502075, 'latency_p90': 4.986318278312683}, {'batch_size': 5, 'throughput': 0.9718781251349045, 'latency_mean': 5.121291048526764, 'latency_p50': 5.068078398704529, 'latency_p90': 5.879301261901856}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-08
win_ratio: 0.4969025105966743
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:', '</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-1107-quang-ir-mi-97338-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-97338-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: Downloaded to shared memory in 51.895s
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4ev3ffpi, device:0
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: quantized model in 286.726s
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_2e6ct in 338.621s
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/config.json
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-97338-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-97338-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-97338-v2-mkmlizer completed after 387.76s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-97338-v2-mkmlizer
Pipeline stage MKMLizer completed in 388.26s
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-1107-quang-ir-mi-97338-v2
Waiting for inference service chaiml-1107-quang-ir-mi-97338-v2 to be ready
Inference service chaiml-1107-quang-ir-mi-97338-v2 ready after 170.89507794380188s
Pipeline stage MKMLDeployer completed in 171.42s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.629380702972412s
Received healthy response to inference request in 1.8749938011169434s
Received healthy response to inference request in 1.7200531959533691s
Received healthy response to inference request in 2.0942769050598145s
5 requests
1 failed requests
5th percentile: 1.751041316986084
10th percentile: 1.7820294380187989
20th percentile: 1.8440056800842286
30th percentile: 1.9188504219055176
40th percentile: 2.006563663482666
50th percentile: 2.0942769050598145
60th percentile: 2.3083184242248533
70th percentile: 2.5223599433898927
80th percentile: 6.135631465911868
90th percentile: 13.148132991790774
95th percentile: 16.654383754730222
99th percentile: 19.459384365081785
mean time: 5.695867824554443
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9007835388183594s
Received healthy response to inference request in 1.9360027313232422s
Received healthy response to inference request in 1.9176969528198242s
Received healthy response to inference request in 1.6616425514221191s
Received healthy response to inference request in 1.7641172409057617s
5 requests
0 failed requests
5th percentile: 1.6821374893188477
10th percentile: 1.7026324272155762
20th percentile: 1.7436223030090332
30th percentile: 1.7914505004882812
40th percentile: 1.8461170196533203
50th percentile: 1.9007835388183594
60th percentile: 1.9075489044189453
70th percentile: 1.9143142700195312
80th percentile: 1.9213581085205078
90th percentile: 1.928680419921875
95th percentile: 1.9323415756225586
99th percentile: 1.9352705001831054
mean time: 1.8360486030578613
Pipeline stage StressChecker completed in 40.42s
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 0.62s
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 0.68s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_97338_v2 status is now deployed due to DeploymentManager action
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 2951.04s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_97338_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_97338_v2 status is now torndown due to DeploymentManager action