developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v8
model_name: chaiml-mn24b-v2preferwin_3050_v8
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T19:19:26+00:00
num_battles: 6390
num_wins: 3461
celo_rating: 1279.8
family_friendly_score: 0.5813999999999999
family_friendly_standard_error: 0.006976733333014814
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.544435447588998, 'latency_mean': 1.8366654098033905, 'latency_p50': 1.8278447389602661, 'latency_p90': 2.0344734668731688}, {'batch_size': 3, 'throughput': 1.10224466038847, 'latency_mean': 2.7201527845859528, 'latency_p50': 2.728306531906128, 'latency_p90': 2.973753237724304}, {'batch_size': 5, 'throughput': 1.4238498544071374, 'latency_mean': 3.491004890203476, 'latency_p50': 3.480833411216736, 'latency_p90': 3.879149603843689}, {'batch_size': 6, 'throughput': 1.5264564737536699, 'latency_mean': 3.9171789753437043, 'latency_p50': 3.944911003112793, 'latency_p90': 4.394423961639404}, {'batch_size': 8, 'throughput': 1.6775991553928462, 'latency_mean': 4.732610695362091, 'latency_p50': 4.653391718864441, 'latency_p90': 5.540539693832398}, {'batch_size': 10, 'throughput': 1.7362525018474133, 'latency_mean': 5.70808770775795, 'latency_p50': 5.667234420776367, 'latency_p90': 6.5582692384719845}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v8
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-13
win_ratio: 0.5416275430359937
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwin-3050-v8-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v8-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: Downloaded to shared memory in 56.144s
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_nipqeo9, device:0
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v8/nvidia/flywheel_model.0.safetensors
Job chaiml-mn24b-v2preferwin-3050-v8-mkmlizer completed after 457.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v8-mkmlizer
Pipeline stage MKMLizer completed in 458.77s
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Creating inference service chaiml-mn24b-v2preferwin-3050-v8
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Inference service chaiml-mn24b-v2preferwin-3050-v8 ready after 30.19017267227173s
Pipeline stage MKMLDeployer completed in 30.71s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1289055347442627s
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Received healthy response to inference request in 2.8260555267333984s
Received healthy response to inference request in 1.815871000289917s
Received healthy response to inference request in 1.9309790134429932s
5 requests
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5th percentile: 1.8388926029205321
10th percentile: 1.8619142055511475
20th percentile: 1.907957410812378
30th percentile: 1.970564317703247
40th percentile: 2.049734926223755
50th percentile: 2.1289055347442627
60th percentile: 2.1692238330841063
70th percentile: 2.2095421314239503
80th percentile: 2.3489721298217776
90th percentile: 2.587513828277588
95th percentile: 2.706784677505493
99th percentile: 2.8022013568878172
mean time: 2.1863024711608885
Pipeline stage StressChecker completed in 12.05s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2730.42s
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chaiml-mn24b-v2preferwin_3050_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v8 status is now torndown due to DeploymentManager action