developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95410_v5
model_name: chaiml-mn24b-v2preferwi_95410_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:40:38+00:00
num_battles: 5773
num_wins: 2654
celo_rating: 1237.63
family_friendly_score: 0.5449999999999999
family_friendly_standard_error: 0.0070423717595707765
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
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': 0.5448204557870088, 'latency_mean': 1.8353433740139007, 'latency_p50': 1.8316550254821777, 'latency_p90': 2.0420080423355103}, {'batch_size': 3, 'throughput': 1.098449212253397, 'latency_mean': 2.7250710272789003, 'latency_p50': 2.7254436016082764, 'latency_p90': 2.998043489456177}, {'batch_size': 5, 'throughput': 1.4083159640329346, 'latency_mean': 3.5276431953907013, 'latency_p50': 3.536495327949524, 'latency_p90': 4.055370712280274}, {'batch_size': 6, 'throughput': 1.5076405695787527, 'latency_mean': 3.9468763065338135, 'latency_p50': 3.9736826419830322, 'latency_p90': 4.385239744186402}, {'batch_size': 8, 'throughput': 1.6806369370304632, 'latency_mean': 4.727856955528259, 'latency_p50': 4.731793403625488, 'latency_p90': 5.379603171348572}, {'batch_size': 10, 'throughput': 1.7238493610352095, 'latency_mean': 5.756117299795151, 'latency_p50': 5.680039167404175, 'latency_p90': 6.6974290132522585}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95410_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.4597263121427334
generation_params: {'temperature': 0.8, '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-95410-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95410-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: Downloaded to shared memory in 46.544s
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 already exists in ChaiML
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3wmbb_i1, device:0
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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 chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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 chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: quantized model in 284.641s
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 in 331.185s
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: creating bucket guanaco-mkml-models
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v5/nvidia/flywheel_model.1.safetensors
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-95410-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-95410-v5-mkmlizer completed after 528.32s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95410-v5-mkmlizer
Pipeline stage MKMLizer completed in 529.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-95410-v5
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-95410-v5 ready after 60.23575162887573s
Pipeline stage MKMLDeployer completed in 60.66s
run pipeline stage %s
Running pipeline stage StressChecker
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 2.156954765319824s
Received healthy response to inference request in 1.675675868988037s
Received healthy response to inference request in 1.7347028255462646s
Received healthy response to inference request in 1.7830064296722412s
5 requests
1 failed requests
5th percentile: 1.6874812602996827
10th percentile: 1.699286651611328
20th percentile: 1.722897434234619
30th percentile: 1.74436354637146
40th percentile: 1.7636849880218506
50th percentile: 1.7830064296722412
60th percentile: 1.9325857639312745
70th percentile: 2.0821650981903077
80th percentile: 5.752752828598026
90th percentile: 12.944348955154421
95th percentile: 16.540147018432613
99th percentile: 19.416785469055174
mean time: 5.4972569942474365
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8979511260986328s
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', '')
Received healthy response to inference request in 1.792243242263794s
Received healthy response to inference request in 1.7110185623168945s
Received healthy response to inference request in 2.4725215435028076s
Received healthy response to inference request in 1.6641201972961426s
5 requests
0 failed requests
5th percentile: 1.673499870300293
10th percentile: 1.6828795433044434
20th percentile: 1.701638889312744
30th percentile: 1.7272634983062745
40th percentile: 1.759753370285034
50th percentile: 1.792243242263794
60th percentile: 1.8345263957977296
70th percentile: 1.876809549331665
80th percentile: 2.0128652095794677
90th percentile: 2.242693376541138
95th percentile: 2.3576074600219727
99th percentile: 2.4495387268066406
mean time: 1.9075709342956544
Pipeline stage StressChecker completed in 40.14s
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 0.71s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-95410-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v5-profiler to be ready
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 4873.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95410_v5 status is now torndown due to DeploymentManager action