chaiml-02f4-69d4-linear-w01

developer_uid: rirv938

submission_id: chaiml-02f4-69d4-linear-w01_v27

model_name: chaiml-02f4-69d4-linear-w01_v27

model_group: ChaiML/02f4-69d4-linear-

status: inactive

timestamp: 2025-12-09T22:24:32+00:00

num_battles: 7171

num_wins: 3731

celo_rating: 1315.92

family_friendly_score: 0.5025999999999999

family_friendly_standard_error: 0.007070972210382389

submission_type: basic

model_repo: ChaiML/02f4-69d4-linear-w01

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4382368288817519, 'latency_mean': 2.2817723858356476, 'latency_p50': 2.279437303543091, 'latency_p90': 2.531929445266724}, {'batch_size': 3, 'throughput': 0.9206220962619768, 'latency_mean': 3.2449411845207212, 'latency_p50': 3.2514429092407227, 'latency_p90': 3.564908504486084}, {'batch_size': 5, 'throughput': 1.2171476212020425, 'latency_mean': 4.0911679780483245, 'latency_p50': 4.080027937889099, 'latency_p90': 4.622560453414917}, {'batch_size': 6, 'throughput': 1.318398577857198, 'latency_mean': 4.514432886838913, 'latency_p50': 4.508848190307617, 'latency_p90': 5.097602796554566}, {'batch_size': 8, 'throughput': 1.478893762992316, 'latency_mean': 5.361551176309586, 'latency_p50': 5.3318610191345215, 'latency_p90': 6.1190363407135}, {'batch_size': 10, 'throughput': 1.5646991027888184, 'latency_mean': 6.332158383131027, 'latency_p50': 6.275591731071472, 'latency_p90': 7.423593211174011}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-02f4-69d4-linear-w01_v27

ineligible_reason: num_battles<10000

is_internal_developer: True

language_model: ChaiML/02f4-69d4-linear-w01

model_size: 24B

ranking_group: single

throughput_3p7s: 1.1

us_pacific_date: 2025-11-26

win_ratio: 0.5202900571747315

generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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
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Running pipeline stage MKMLizer
Starting job with name chaiml-02f4-69d4-linear-w01-v27-mkmlizer
Waiting for job on chaiml-02f4-69d4-linear-w01-v27-mkmlizer to finish
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: quantized model in 41.655s
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: Processed model ChaiML/02f4-69d4-linear-w01 in 85.840s
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v27/nvidia
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v27/nvidia/config.json
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v27/nvidia/special_tokens_map.json
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v27/nvidia/tokenizer_config.json
chaiml-02f4-69d4-linear-w01-v27-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v27/nvidia/flywheel_model.1.safetensors
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Job chaiml-02f4-69d4-linear-w01-v27-mkmlizer completed after 297.87s with status: succeeded
Stopping job with name chaiml-02f4-69d4-linear-w01-v27-mkmlizer
Pipeline stage MKMLizer completed in 298.43s
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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-02f4-69d4-linear-w01-v27
Waiting for inference service chaiml-02f4-69d4-linear-w01-v27 to be ready
Inference service chaiml-02f4-69d4-linear-w01-v27 ready after 160.87541961669922s
Pipeline stage MKMLDeployer completed in 161.42s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5777149200439453s
Received healthy response to inference request in 2.6774139404296875s
Received healthy response to inference request in 2.14194917678833s
Received healthy response to inference request in 2.6116154193878174s
Received healthy response to inference request in 2.168198347091675s
5 requests
0 failed requests
5th percentile: 2.147199010848999
10th percentile: 2.152448844909668
20th percentile: 2.1629485130310058
30th percentile: 2.250101661682129
40th percentile: 2.413908290863037
50th percentile: 2.5777149200439453
60th percentile: 2.591275119781494
70th percentile: 2.604835319519043
80th percentile: 2.6247751235961916
90th percentile: 2.6510945320129395
95th percentile: 2.6642542362213133
99th percentile: 2.6747819995880127
mean time: 2.435378360748291
Pipeline stage StressChecker completed in 14.16s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.91s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3062.65s
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chaiml-02f4-69d4-linear-w01_v27 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-69d4-linear-w01_v27 status is now protected due to ABTestQueueItem