chaiml-1105-quang-ir-mi_69758

developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_69758_v2
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-09T13:46:44+00:00
num_battles: 5428
num_wins: 2629
celo_rating: 1293.42
family_friendly_score: 0.5602
family_friendly_standard_error: 0.007019629050028214
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_011632
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': 0.4615646234364491, 'latency_mean': 2.166418184041977, 'latency_p50': 2.1639407873153687, 'latency_p90': 2.3732452154159547}, {'batch_size': 2, 'throughput': 0.6751519480179952, 'latency_mean': 2.9554998934268952, 'latency_p50': 2.951046586036682, 'latency_p90': 3.1659926652908323}, {'batch_size': 3, 'throughput': 0.8192341774258395, 'latency_mean': 3.6467357063293457, 'latency_p50': 3.6682910919189453, 'latency_p90': 3.9482791662216186}, {'batch_size': 4, 'throughput': 0.9191223101404933, 'latency_mean': 4.343410365581512, 'latency_p50': 4.339233636856079, 'latency_p90': 4.949587726593017}, {'batch_size': 5, 'throughput': 0.9770200573316864, 'latency_mean': 5.0937384057044985, 'latency_p50': 5.063270330429077, 'latency_p90': 5.8945307970047}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_011632
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-06
win_ratio: 0.48434045689019894
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', '####', '</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-1105-quang-ir-mi-69758-v2-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-69758-v2-mkmlizer to finish
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: Downloaded to shared memory in 56.023s
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_011632 already exists in ChaiML
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp856d927f, device:0
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission chaiml-grpo-nis-cs-gud_93481_v21: ('http://chaiml-grpo-nis-cs-gud-93481-v21-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:56628->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: quantized model in 284.144s
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_011632 in 340.168s
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/config.json
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-69758-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-69758-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1105-quang-ir-mi-69758-v2-mkmlizer completed after 550.74s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-69758-v2-mkmlizer
Pipeline stage MKMLizer completed in 551.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1105-quang-ir-mi-69758-v2
Waiting for inference service chaiml-1105-quang-ir-mi-69758-v2 to be ready
Failed to get response for submission chaiml-prm-v1-pair-new8_86832_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-new8-86832-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-prm-v1-pair-new8_86832_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-new8-86832-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Tearing down inference service chaiml-1105-quang-ir-mi-69758-v2
%s, retrying in %s seconds...
Creating inference service chaiml-1105-quang-ir-mi-69758-v2
Waiting for inference service chaiml-1105-quang-ir-mi-69758-v2 to be ready
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', '')
Failed to get response for submission chaiml-prm-v1-pair-defau_7550_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-defau-7550-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Tearing down inference service chaiml-1105-quang-ir-mi-69758-v2
%s, retrying in %s seconds...
Creating inference service chaiml-1105-quang-ir-mi-69758-v2
Waiting for inference service chaiml-1105-quang-ir-mi-69758-v2 to be ready
Failed to get response for submission chaiml-prm-v1-pair-new8_86832_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-new8-86832-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-prm-v1-pair-defau_7550_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-defau-7550-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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 chaiml-prm-v1-pair-defau_7550_v1: HTTPConnectionPool(host='chaiml-prm-v1-pair-defau-7550-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-1105-quang-ir-mi-69758-v2 ready after 251.28550744056702s
Pipeline stage MKMLDeployer completed in 1459.43s
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 2.3432164192199707s
Received healthy response to inference request in 2.108469247817993s
Received healthy response to inference request in 1.9104483127593994s
Received healthy response to inference request in 2.0108160972595215s
5 requests
1 failed requests
5th percentile: 1.9305218696594237
10th percentile: 1.9505954265594483
20th percentile: 1.9907425403594972
30th percentile: 2.030346727371216
40th percentile: 2.0694079875946043
50th percentile: 2.108469247817993
60th percentile: 2.2023681163787843
70th percentile: 2.2962669849395754
80th percentile: 5.909725475311283
90th percentile: 13.042743587493899
95th percentile: 16.6092526435852
99th percentile: 19.462459888458252
mean time: 5.7097423553466795
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9751427173614502s
Received healthy response to inference request in 2.0663418769836426s
Received healthy response to inference request in 2.0816152095794678s
Received healthy response to inference request in 1.6906445026397705s
Received healthy response to inference request in 1.663071632385254s
5 requests
0 failed requests
5th percentile: 1.6685862064361572
10th percentile: 1.6741007804870605
20th percentile: 1.6851299285888672
30th percentile: 1.7475441455841065
40th percentile: 1.8613434314727784
50th percentile: 1.9751427173614502
60th percentile: 2.0116223812103273
70th percentile: 2.048102045059204
80th percentile: 2.0693965435028074
90th percentile: 2.0755058765411376
95th percentile: 2.078560543060303
99th percentile: 2.081004276275635
mean time: 1.895363187789917
Pipeline stage StressChecker completed in 41.10s
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 0.74s
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 0.97s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_69758_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 0.11s
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-1105-quang-ir-mi-69758-v2-profiler
Waiting for inference service chaiml-1105-quang-ir-mi-69758-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2856.09s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_69758_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_69758_v2 status is now torndown due to DeploymentManager action