developer_uid: rirv938
submission_id: chaiml-02f4-69d4-linear-w01_v26
model_name: chaiml-02f4-69d4-linear-w01_v26
model_group: ChaiML/02f4-69d4-linear-
status: torndown
timestamp: 2025-12-12T18:26:47+00:00
num_battles: 6903
num_wins: 3584
celo_rating: 1317.42
family_friendly_score: 0.5048
family_friendly_standard_error: 0.007070741969553125
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': 0.44147550053055507, 'latency_mean': 2.265026662349701, 'latency_p50': 2.24982488155365, 'latency_p90': 2.529162120819092}, {'batch_size': 3, 'throughput': 0.9292087858759185, 'latency_mean': 3.2121878159046173, 'latency_p50': 3.207702398300171, 'latency_p90': 3.5904345512390137}, {'batch_size': 5, 'throughput': 1.2195580722132493, 'latency_mean': 4.0837881469726565, 'latency_p50': 4.079903841018677, 'latency_p90': 4.614896154403686}, {'batch_size': 6, 'throughput': 1.3321711527703697, 'latency_mean': 4.481688326597213, 'latency_p50': 4.500458359718323, 'latency_p90': 5.075098085403442}, {'batch_size': 8, 'throughput': 1.5001129894126255, 'latency_mean': 5.315595487356186, 'latency_p50': 5.265429377555847, 'latency_p90': 6.263536357879639}, {'batch_size': 10, 'throughput': 1.582235984238126, 'latency_mean': 6.2684561479091645, 'latency_p50': 6.268547058105469, 'latency_p90': 7.131868839263916}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-69d4-linear-w01_v26
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/02f4-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.11
us_pacific_date: 2025-11-26
win_ratio: 0.5191945530928582
generation_params: {'temperature': 0.6, '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-02f4-69d4-linear-w01-v26-mkmlizer
Waiting for job on chaiml-02f4-69d4-linear-w01-v26-mkmlizer to finish
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║                                                                     ║
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chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: Downloaded to shared memory in 54.426s
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: Checking if ChaiML/02f4-69d4-linear-w01 already exists in ChaiML
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpod74ukcu, device:0
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: quantized model in 41.319s
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: Processed model ChaiML/02f4-69d4-linear-w01 in 95.745s
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia/config.json
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia/special_tokens_map.json
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia/tokenizer_config.json
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia/flywheel_model.1.safetensors
chaiml-02f4-69d4-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-69d4-linear-w01-v26/nvidia/flywheel_model.0.safetensors
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Job chaiml-02f4-69d4-linear-w01-v26-mkmlizer completed after 286.32s with status: succeeded
Stopping job with name chaiml-02f4-69d4-linear-w01-v26-mkmlizer
Pipeline stage MKMLizer completed in 286.85s
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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-v26
Waiting for inference service chaiml-02f4-69d4-linear-w01-v26 to be ready
Inference service chaiml-02f4-69d4-linear-w01-v26 ready after 161.3180592060089s
Pipeline stage MKMLDeployer completed in 162.12s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.289717435836792s
Received healthy response to inference request in 2.253282308578491s
Received healthy response to inference request in 2.2702083587646484s
Received healthy response to inference request in 2.619476318359375s
Received healthy response to inference request in 2.4879751205444336s
5 requests
0 failed requests
5th percentile: 2.2566675186157226
10th percentile: 2.260052728652954
20th percentile: 2.266823148727417
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50th percentile: 2.289717435836792
60th percentile: 2.3690205097198485
70th percentile: 2.4483235836029054
80th percentile: 2.5142753601074217
90th percentile: 2.5668758392333983
95th percentile: 2.593176078796387
99th percentile: 2.6142162704467773
mean time: 2.384131908416748
Pipeline stage StressChecker completed in 13.49s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.30s
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chaiml-02f4-69d4-linear-w01_v26 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3009.33s
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chaiml-02f4-69d4-linear-w01_v26 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-69d4-linear-w01_v26 status is now torndown due to DeploymentManager action