chaiml-02f4-69d4-linear-w01

developer_uid: rirv938

submission_id: chaiml-02f4-69d4-linear-w01_v32

model_name: chaiml-02f4-69d4-linear-w01_v32

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

status: torndown

timestamp: 2025-12-12T18:26:49+00:00

num_battles: 7138

num_wins: 3671

celo_rating: 1311.94

family_friendly_score: 0.479

family_friendly_standard_error: 0.007064828377250222

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': 0.4351437079970118, 'latency_mean': 2.297972972393036, 'latency_p50': 2.283865451812744, 'latency_p90': 2.571504092216492}, {'batch_size': 3, 'throughput': 0.9156451754832589, 'latency_mean': 3.2580400991439817, 'latency_p50': 3.2509690523147583, 'latency_p90': 3.6091742277145387}, {'batch_size': 5, 'throughput': 1.2073449450389575, 'latency_mean': 4.107283662557602, 'latency_p50': 4.1208308935165405, 'latency_p90': 4.654329323768615}, {'batch_size': 6, 'throughput': 1.302586060369454, 'latency_mean': 4.5804383754730225, 'latency_p50': 4.599903345108032, 'latency_p90': 5.183748626708985}, {'batch_size': 8, 'throughput': 1.4622250844367681, 'latency_mean': 5.454901231527328, 'latency_p50': 5.458037257194519, 'latency_p90': 6.320656895637512}, {'batch_size': 10, 'throughput': 1.5430561459884604, 'latency_mean': 6.4186925542354585, 'latency_p50': 6.397212982177734, 'latency_p90': 7.325122690200805}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-02f4-69d4-linear-w01_v32

ineligible_reason: num_battles<10000

is_internal_developer: True

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

model_size: 24B

ranking_group: single

throughput_3p7s: 1.09

us_pacific_date: 2025-11-26

win_ratio: 0.5142897170075651

generation_params: {'temperature': 1.2, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-02f4-69d4-linear-w01-v32-mkmlizer
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chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-02f4-69d4-linear-w01-v32-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-02f4-69d4-linear-w01-v32-mkmlizer
Waiting for job on chaiml-02f4-69d4-linear-w01-v32-mkmlizer to finish
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Downloaded to shared memory in 43.400s
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Checking if ChaiML/02f4-69d4-linear-w01 already exists in ChaiML
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5vaztu8h, device:0
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: 
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chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Downloaded to shared memory in 53.159s
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Checking if ChaiML/02f4-69d4-linear-w01 already exists in ChaiML
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgiu6s4qp, device:0
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: quantized model in 41.965s
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Processed model ChaiML/02f4-69d4-linear-w01 in 95.124s
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/config.json
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/special_tokens_map.json
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/tokenizer_config.json
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/tokenizer.json
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/flywheel_model.1.safetensors
chaiml-02f4-69d4-linear-w01-v32-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v32/nvidia/flywheel_model.0.safetensors
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Job chaiml-02f4-69d4-linear-w01-v32-mkmlizer completed after 215.73s with status: succeeded
Stopping job with name chaiml-02f4-69d4-linear-w01-v32-mkmlizer
Pipeline stage MKMLizer completed in 278.95s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-02f4-69d4-linear-w01-v32
Waiting for inference service chaiml-02f4-69d4-linear-w01-v32 to be ready
Inference service chaiml-02f4-69d4-linear-w01-v32 ready after 160.82691049575806s
Pipeline stage MKMLDeployer completed in 161.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7127432823181152s
Received healthy response to inference request in 2.2104997634887695s
Received healthy response to inference request in 2.5388197898864746s
Received healthy response to inference request in 2.1043643951416016s
Received healthy response to inference request in 2.2692911624908447s
5 requests
0 failed requests
5th percentile: 2.1255914688110353
10th percentile: 2.1468185424804687
20th percentile: 2.1892726898193358
30th percentile: 2.2222580432891847
40th percentile: 2.2457746028900147
50th percentile: 2.2692911624908447
60th percentile: 2.3771026134490967
70th percentile: 2.4849140644073486
80th percentile: 2.5736044883728026
90th percentile: 2.643173885345459
95th percentile: 2.677958583831787
99th percentile: 2.7057863426208497
mean time: 2.367143678665161
Pipeline stage StressChecker completed in 13.52s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.74s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.52s
Shutdown handler de-registered
chaiml-02f4-69d4-linear-w01_v32 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3046.54s
Shutdown handler de-registered
chaiml-02f4-69d4-linear-w01_v32 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-69d4-linear-w01_v32 status is now torndown due to DeploymentManager action