chaiml-1104-quang-ir-mi_54070

developer_uid: chai_backend_admin

submission_id: chaiml-1104-quang-ir-mi_54070_v1

model_name: training123

model_group: ChaiML/1104-quang-ir-mix

status: torndown

timestamp: 2025-11-08T03:21:23+00:00

num_battles: 7244

num_wins: 3580

celo_rating: 1289.27

family_friendly_score: 0.5124

family_friendly_standard_error: 0.007068892982638794

submission_type: basic

model_repo: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003

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': 0.3778891142856203, 'latency_mean': 2.646178048849106, 'latency_p50': 2.6571394205093384, 'latency_p90': 2.901935505867004}, {'batch_size': 2, 'throughput': 0.5730340947125924, 'latency_mean': 3.4887073743343353, 'latency_p50': 3.4889637231826782, 'latency_p90': 3.799112868309021}, {'batch_size': 3, 'throughput': 0.7045884470896271, 'latency_mean': 4.233490151166916, 'latency_p50': 4.237697958946228, 'latency_p90': 4.687959361076355}, {'batch_size': 4, 'throughput': 0.79956727444362, 'latency_mean': 4.983116942644119, 'latency_p50': 4.988214612007141, 'latency_p90': 5.610983514785766}, {'batch_size': 5, 'throughput': 0.8518571180847758, 'latency_mean': 5.819934504032135, 'latency_p50': 5.91083550453186, 'latency_p90': 6.597771906852722}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-11-04

win_ratio: 0.4942020982882385

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>', '####\n', '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-1104-quang-ir-mi-54070-v1-mkmlizer
Waiting for job on chaiml-1104-quang-ir-mi-54070-v1-mkmlizer to finish
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║                                                                     ║
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chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: Downloaded to shared memory in 49.352s
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: Checking if ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 already exists in ChaiML
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpezm3n6is, device:0
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-1104-quang-ir-mi-54070-v1-mkmlizer: quantized model in 42.115s
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: Processed model ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 in 91.468s
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/special_tokens_map.json
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/config.json
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/tokenizer_config.json
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/tokenizer.json
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/flywheel_model.1.safetensors
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v1/nvidia/flywheel_model.0.safetensors
chaiml-1104-quang-ir-mi-54070-v1-mkmlizer: 
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Job chaiml-1104-quang-ir-mi-54070-v1-mkmlizer completed after 164.7s with status: succeeded
Stopping job with name chaiml-1104-quang-ir-mi-54070-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.24s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1104-quang-ir-mi-54070-v1
Waiting for inference service chaiml-1104-quang-ir-mi-54070-v1 to be ready
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Inference service chaiml-1104-quang-ir-mi-54070-v1 ready after 150.63986825942993s
Pipeline stage MKMLDeployer completed in 151.25s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3226478099823s
Received healthy response to inference request in 2.234400749206543s
Received healthy response to inference request in 2.1383137702941895s
Received healthy response to inference request in 2.075016498565674s
Received healthy response to inference request in 2.0890371799468994s
5 requests
0 failed requests
5th percentile: 2.077820634841919
10th percentile: 2.0806247711181642
20th percentile: 2.086233043670654
30th percentile: 2.0988924980163572
40th percentile: 2.1186031341552733
50th percentile: 2.1383137702941895
60th percentile: 2.1767485618591307
70th percentile: 2.2151833534240724
80th percentile: 2.2520501613616943
90th percentile: 2.287348985671997
95th percentile: 2.3049983978271484
99th percentile: 2.3191179275512694
mean time: 2.171883201599121
Pipeline stage StressChecker completed in 12.25s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3102.50s
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chaiml-1104-quang-ir-mi_54070_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1104-quang-ir-mi_54070_v1 status is now torndown due to DeploymentManager action