chaiml-1114-quang-ir-cl_72166

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_72166_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-18T04:26:19+00:00

num_battles: 6775

num_wins: 3666

celo_rating: 1315.04

family_friendly_score: 0.4484

family_friendly_standard_error: 0.007033312732987209

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-b002-stack-dporm_freev22_0164641ep_4e5cs

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': 0.37785188552183435, 'latency_mean': 2.6464105355739593, 'latency_p50': 2.656638264656067, 'latency_p90': 2.9121333837509153}, {'batch_size': 2, 'throughput': 0.5390278458103674, 'latency_mean': 3.7048989963531493, 'latency_p50': 3.721319079399109, 'latency_p90': 3.9925731420516968}, {'batch_size': 3, 'throughput': 0.6666146832843082, 'latency_mean': 4.485542522668839, 'latency_p50': 4.504997730255127, 'latency_p90': 5.0391404867172245}, {'batch_size': 4, 'throughput': 0.7517157378294548, 'latency_mean': 5.29365116596222, 'latency_p50': 5.320698976516724, 'latency_p90': 5.964834594726562}, {'batch_size': 5, 'throughput': 0.821543299023384, 'latency_mean': 6.047680155038834, 'latency_p50': 6.023307919502258, 'latency_p90': 6.9365904331207275}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-b002-stack-dporm_freev22_0164641ep_4e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.54

us_pacific_date: 2025-11-14

win_ratio: 0.5411070110701107

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>', 'You:', '\n', '####'], '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-1114-quang-ir-cl-72166-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-72166-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: Downloaded to shared memory in 84.953s
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-freev2-rm-fs06-b002-stack-dporm_freev22_0164641ep_4e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj83htma7, device:0
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: quantized model in 42.224s
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-freev2-rm-fs06-b002-stack-dporm_freev22_0164641ep_4e5cs in 127.177s
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-72166-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-72166-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1114-quang-ir-cl-72166-v1-mkmlizer completed after 196.74s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-72166-v1-mkmlizer
Pipeline stage MKMLizer completed in 197.34s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-72166-v1
Waiting for inference service chaiml-1114-quang-ir-cl-72166-v1 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', '')
Inference service chaiml-1114-quang-ir-cl-72166-v1 ready after 161.2637746334076s
Pipeline stage MKMLDeployer completed in 161.95s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3568601608276367s
Received healthy response to inference request in 2.4183406829833984s
Received healthy response to inference request in 2.496070623397827s
Received healthy response to inference request in 2.0782454013824463s
Received healthy response to inference request in 2.1691837310791016s
5 requests
0 failed requests
5th percentile: 2.0964330673217773
10th percentile: 2.114620733261108
20th percentile: 2.1509960651397706
30th percentile: 2.2067190170288087
40th percentile: 2.2817895889282225
50th percentile: 2.3568601608276367
60th percentile: 2.3814523696899412
70th percentile: 2.406044578552246
80th percentile: 2.433886671066284
90th percentile: 2.464978647232056
95th percentile: 2.4805246353149415
99th percentile: 2.49296142578125
mean time: 2.303740119934082
Pipeline stage StressChecker completed in 12.86s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3077.75s
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chaiml-1114-quang-ir-cl_72166_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1114-quang-ir-cl_72166_v1 status is now torndown due to DeploymentManager action