developer_uid: rirv938
submission_id: chaiml-2fe5-c13f-linear-w01_v26
model_name: chaiml-2fe5-c13f-linear-w01_v26
model_group: ChaiML/2fe5-c13f-linear-
status: torndown
timestamp: 2025-12-12T18:26:54+00:00
num_battles: 6650
num_wins: 3405
celo_rating: 1304.11
family_friendly_score: 0.5356000000000001
family_friendly_standard_error: 0.007053121861984238
submission_type: basic
model_repo: ChaiML/2fe5-c13f-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 10
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7795131668277352, 'latency_mean': 1.2827289998531342, 'latency_p50': 1.2746106386184692, 'latency_p90': 1.4352856636047364}, {'batch_size': 4, 'throughput': 1.8973190698573914, 'latency_mean': 2.093873485326767, 'latency_p50': 2.0755714178085327, 'latency_p90': 2.3467687129974366}, {'batch_size': 5, 'throughput': 2.091118600059179, 'latency_mean': 2.38350661277771, 'latency_p50': 2.3757864236831665, 'latency_p90': 2.6892544746398928}, {'batch_size': 8, 'throughput': 2.4688406798348326, 'latency_mean': 3.2131130611896515, 'latency_p50': 3.220133900642395, 'latency_p90': 3.6447661399841307}, {'batch_size': 10, 'throughput': 2.596074325655281, 'latency_mean': 3.8116504418849946, 'latency_p50': 3.7909973859786987, 'latency_p90': 4.318024778366089}, {'batch_size': 12, 'throughput': 2.6917463970819835, 'latency_mean': 4.400079834461212, 'latency_p50': 4.423542261123657, 'latency_p90': 4.999996328353881}, {'batch_size': 15, 'throughput': 2.692779184648645, 'latency_mean': 5.487751284837723, 'latency_p50': 5.507862448692322, 'latency_p90': 6.424522542953492}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-c13f-linear-w01_v26
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/2fe5-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 2.6
us_pacific_date: 2025-11-26
win_ratio: 0.51203007518797
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['####', 'You:', '<|eot_id|>', '</s>', 'User:', '\n', '<|im_end|>', 'Bot:'], 'max_input_tokens': 1024, 'best_of': 10, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-2fe5-c13f-linear-w01-v26-mkmlizer
Waiting for job on chaiml-2fe5-c13f-linear-w01-v26-mkmlizer to finish
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chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║                                                                     ║
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chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: Downloaded to shared memory in 23.361s
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: Checking if ChaiML/2fe5-c13f-linear-w01 already exists in ChaiML
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp419qpaqk, device:0
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: quantized model in 26.267s
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: Processed model ChaiML/2fe5-c13f-linear-w01 in 49.628s
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v26/nvidia
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v26/nvidia/config.json
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v26/nvidia/special_tokens_map.json
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v26/nvidia/tokenizer.json
chaiml-2fe5-c13f-linear-w01-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v26/nvidia/flywheel_model.0.safetensors
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Job chaiml-2fe5-c13f-linear-w01-v26-mkmlizer completed after 154.22s with status: succeeded
Stopping job with name chaiml-2fe5-c13f-linear-w01-v26-mkmlizer
Pipeline stage MKMLizer completed in 154.70s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-2fe5-c13f-linear-w01-v26
Waiting for inference service chaiml-2fe5-c13f-linear-w01-v26 to be ready
Inference service chaiml-2fe5-c13f-linear-w01-v26 ready after 161.40127229690552s
Pipeline stage MKMLDeployer completed in 162.29s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.762040138244629s
Received healthy response to inference request in 1.3620002269744873s
Received healthy response to inference request in 1.3850016593933105s
Received healthy response to inference request in 1.5096044540405273s
Received healthy response to inference request in 1.2429685592651367s
5 requests
0 failed requests
5th percentile: 1.2667748928070068
10th percentile: 1.290581226348877
20th percentile: 1.3381938934326172
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50th percentile: 1.3850016593933105
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70th percentile: 1.484683895111084
80th percentile: 1.5600915908813477
90th percentile: 1.6610658645629883
95th percentile: 1.7115530014038085
99th percentile: 1.751942710876465
mean time: 1.4523230075836182
Pipeline stage StressChecker completed in 9.25s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2433.37s
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chaiml-2fe5-c13f-linear-w01_v26 status is now inactive due to auto deactivation removed underperforming models
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