developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68363_v1
model_name: chaiml-mn24b-v2preferwi_68363_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T23:36:33+00:00
num_battles: 7096
num_wins: 3845
celo_rating: 1279.08
family_friendly_score: 0.5716
family_friendly_standard_error: 0.006998191766449387
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
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': 0.5454092070932889, 'latency_mean': 1.833366290330887, 'latency_p50': 1.8416918516159058, 'latency_p90': 2.0354732275009155}, {'batch_size': 3, 'throughput': 1.1202614384234764, 'latency_mean': 2.672918632030487, 'latency_p50': 2.6664971113204956, 'latency_p90': 2.9195704460144043}, {'batch_size': 5, 'throughput': 1.4285476673925477, 'latency_mean': 3.4785100746154787, 'latency_p50': 3.476580023765564, 'latency_p90': 3.89630708694458}, {'batch_size': 6, 'throughput': 1.5447879814585768, 'latency_mean': 3.8685632288455962, 'latency_p50': 3.8545910120010376, 'latency_p90': 4.413092303276062}, {'batch_size': 8, 'throughput': 1.685068728827033, 'latency_mean': 4.7041462755203245, 'latency_p50': 4.730822682380676, 'latency_p90': 5.277108573913575}, {'batch_size': 10, 'throughput': 1.7614011465562802, 'latency_mean': 5.622028423547745, 'latency_p50': 5.610264539718628, 'latency_p90': 6.350693655014038}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68363_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5418545659526494
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, '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-v2preferwi-68363-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68363-v1-mkmlizer to finish
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chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: Downloaded to shared memory in 47.190s
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprcbennhz, device:0
chaiml-mn24b-v2preferwi-68363-v1-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', '')
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-v2preferwi-68363-v1-mkmlizer: quantized model in 289.571s
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 in 336.762s
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68363-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-mn24b-v2preferwi-68363-v1-mkmlizer completed after 407.63s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68363-v1-mkmlizer
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Creating inference service chaiml-mn24b-v2preferwi-68363-v1
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Inference service chaiml-mn24b-v2preferwi-68363-v1 ready after 60.40711975097656s
Pipeline stage MKMLDeployer completed in 61.33s
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HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.3074147701263428s
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5th percentile: 1.7789245128631592
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20th percentile: 1.78679461479187
30th percentile: 1.830156135559082
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mean time: 5.59778323173523
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Received healthy response to inference request in 1.6834831237792969s
Received healthy response to inference request in 1.8751752376556396s
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Received healthy response to inference request in 1.6438310146331787s
Received healthy response to inference request in 1.6701202392578125s
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5th percentile: 1.6490888595581055
10th percentile: 1.6543467044830322
20th percentile: 1.6648623943328857
30th percentile: 1.6727928161621093
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70th percentile: 1.836836814880371
80th percentile: 1.9108789443969727
90th percentile: 1.9822863578796386
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99th percentile: 2.046553030014038
mean time: 1.7852606773376465
Pipeline stage StressChecker completed in 39.93s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2666.49s
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chaiml-mn24b-v2preferwi_68363_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_68363_v1 status is now torndown due to DeploymentManager action