chaiml-1105-quang-ir-mi_12544

developer_uid: chai_backend_admin

submission_id: chaiml-1105-quang-ir-mi_12544_v1

model_name: training123

model_group: ChaiML/1105-quang-ir-mix

status: torndown

timestamp: 2025-11-09T11:26:45+00:00

num_battles: 5167

num_wins: 2497

celo_rating: 1295.5

family_friendly_score: 0.5806

family_friendly_standard_error: 0.0069785906886705995

submission_type: basic

model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164128

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': 0.38370698746590665, 'latency_mean': 2.6060369634628295, 'latency_p50': 2.5852380990982056, 'latency_p90': 2.884078025817871}, {'batch_size': 2, 'throughput': 0.5707236475988903, 'latency_mean': 3.497448107004166, 'latency_p50': 3.506831169128418, 'latency_p90': 3.7823297023773192}, {'batch_size': 3, 'throughput': 0.7102789937596844, 'latency_mean': 4.214666740894318, 'latency_p50': 4.176466107368469, 'latency_p90': 4.693643689155579}, {'batch_size': 4, 'throughput': 0.804038864153248, 'latency_mean': 4.968019628524781, 'latency_p50': 4.962663650512695, 'latency_p90': 5.700050544738769}, {'batch_size': 5, 'throughput': 0.8641898662163744, 'latency_mean': 5.769383434057236, 'latency_p50': 5.775753021240234, 'latency_p90': 6.496423459053039}]

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_0164128

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-11-06

win_ratio: 0.48325914457131797

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': ['You:', '\n', '####', '</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-1105-quang-ir-mi-12544-v1-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-12544-v1-mkmlizer to finish
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: Downloaded to shared memory in 57.252s
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164128 already exists in ChaiML
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbr7zc0f_, device:0
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: quantized model in 42.493s
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f15000-dpo_0164128 in 99.745s
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia/config.json
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-12544-v1/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-12544-v1-mkmlizer: 
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Job chaiml-1105-quang-ir-mi-12544-v1-mkmlizer completed after 174.73s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-12544-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.25s
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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-1105-quang-ir-mi-12544-v1
Waiting for inference service chaiml-1105-quang-ir-mi-12544-v1 to be ready
Inference service chaiml-1105-quang-ir-mi-12544-v1 ready after 160.55915927886963s
Pipeline stage MKMLDeployer completed in 161.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3608779907226562s
Received healthy response to inference request in 2.1947031021118164s
Received healthy response to inference request in 2.2191405296325684s
Received healthy response to inference request in 2.232409715652466s
Received healthy response to inference request in 2.182089328765869s
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5th percentile: 2.1846120834350584
10th percentile: 2.187134838104248
20th percentile: 2.192180347442627
30th percentile: 2.1995905876159667
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50th percentile: 2.2191405296325684
60th percentile: 2.2244482040405273
70th percentile: 2.2297558784484863
80th percentile: 2.258103370666504
90th percentile: 2.30949068069458
95th percentile: 2.335184335708618
99th percentile: 2.3557392597198485
mean time: 2.237844133377075
Pipeline stage StressChecker completed in 12.68s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2926.52s
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chaiml-1105-quang-ir-mi_12544_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_12544_v1 status is now torndown due to DeploymentManager action