developer_uid: chai_backend_admin
submission_id: chaiml-1105-quang-ir-mi_24154_v1
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-09T10:41:41+00:00
num_battles: 6029
num_wins: 2957
celo_rating: 1296.77
family_friendly_score: 0.5686
family_friendly_standard_error: 0.007004199311841433
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_016464
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': 0.3824155822088539, 'latency_mean': 2.6148350751399994, 'latency_p50': 2.6096588373184204, 'latency_p90': 2.8871438026428224}, {'batch_size': 2, 'throughput': 0.5711695160560326, 'latency_mean': 3.489619152545929, 'latency_p50': 3.514734983444214, 'latency_p90': 3.805433440208435}, {'batch_size': 3, 'throughput': 0.7091485358293397, 'latency_mean': 4.220412962436676, 'latency_p50': 4.222627282142639, 'latency_p90': 4.631774306297302}, {'batch_size': 4, 'throughput': 0.8000196751664955, 'latency_mean': 4.988372509479523, 'latency_p50': 5.002109169960022, 'latency_p90': 5.6480258941650385}, {'batch_size': 5, 'throughput': 0.867242800151164, 'latency_mean': 5.738760212659836, 'latency_p50': 5.7088539600372314, 'latency_p90': 6.725233650207519}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_016464
model_size: 24B
ranking_group: single
throughput_3p7s: 0.62
us_pacific_date: 2025-11-06
win_ratio: 0.49046276331066513
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-24154-v1-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-24154-v1-mkmlizer to finish
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chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Version: 0.30.2 ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ belonging to: ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
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chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: Downloaded to shared memory in 57.995s
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_016464 already exists in ChaiML
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyjrlvs2v, device:0
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: quantized model in 42.209s
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_016464 in 100.204s
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/config.json
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/flywheel_model.0.safetensors
chaiml-1105-quang-ir-mi-24154-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-24154-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1105-quang-ir-mi-24154-v1-mkmlizer completed after 175.33s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-24154-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.41s
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Creating inference service chaiml-1105-quang-ir-mi-24154-v1
Waiting for inference service chaiml-1105-quang-ir-mi-24154-v1 to be ready
Inference service chaiml-1105-quang-ir-mi-24154-v1 ready after 161.2304172515869s
Pipeline stage MKMLDeployer completed in 161.71s
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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 2.6820178031921387s
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Received healthy response to inference request in 2.0908241271972656s
5 requests
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5th percentile: 2.133707141876221
10th percentile: 2.176590156555176
20th percentile: 2.262356185913086
30th percentile: 2.3805949211120607
40th percentile: 2.5313063621520997
50th percentile: 2.6820178031921387
60th percentile: 2.739935302734375
70th percentile: 2.797852802276611
80th percentile: 6.296393299102786
90th percentile: 13.235556793212893
95th percentile: 16.705138540267942
99th percentile: 19.480803937911986
mean time: 6.015922594070434
%s, retrying in %s seconds...
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Received healthy response to inference request in 2.2233762741088867s
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5th percentile: 2.115472841262817
10th percentile: 2.1197274684906007
20th percentile: 2.128236722946167
30th percentile: 2.132709789276123
40th percentile: 2.1331466674804687
50th percentile: 2.1335835456848145
60th percentile: 2.169500637054443
70th percentile: 2.2054177284240724
80th percentile: 2.266903781890869
90th percentile: 2.353958797454834
95th percentile: 2.3974863052368165
99th percentile: 2.4323083114624025
mean time: 2.2083366394042967
Pipeline stage StressChecker completed in 44.11s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2869.39s
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chaiml-1105-quang-ir-mi_24154_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_24154_v1 status is now torndown due to DeploymentManager action