developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35853_v5
model_name: chaiml-mn24b-v2preferwi_35853_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T03:19:40+00:00
num_battles: 5397
num_wins: 2530
celo_rating: 1252.2
family_friendly_score: 0.5344
family_friendly_standard_error: 0.007054312723433801
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
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': 0.3793986904736026, 'latency_mean': 2.635654472112656, 'latency_p50': 1.9413310289382935, 'latency_p90': 4.794780731201172}, {'batch_size': 3, 'throughput': 1.1096179856091604, 'latency_mean': 2.6944410037994384, 'latency_p50': 2.6705992221832275, 'latency_p90': 2.9963152408599854}, {'batch_size': 5, 'throughput': 1.428027912136202, 'latency_mean': 3.478419901132584, 'latency_p50': 3.4558287858963013, 'latency_p90': 3.9322001218795775}, {'batch_size': 6, 'throughput': 1.544063271053045, 'latency_mean': 3.8679855728149413, 'latency_p50': 3.8490039110183716, 'latency_p90': 4.391015911102294}, {'batch_size': 8, 'throughput': 1.6964215979513808, 'latency_mean': 4.677872734069824, 'latency_p50': 4.636563658714294, 'latency_p90': 5.417837238311767}, {'batch_size': 10, 'throughput': 1.772753407552302, 'latency_mean': 5.6053683841228485, 'latency_p50': 5.575835347175598, 'latency_p90': 6.465649890899658}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35853_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-29
win_ratio: 0.46877895126922364
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-35853-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35853-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: Downloaded to shared memory in 53.073s
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 already exists in ChaiML
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzva5_fhd, device:0
chaiml-mn24b-v2preferwi-35853-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-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-35853-v5-mkmlizer: quantized model in 284.616s
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 in 337.689s
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-35853-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-35853-v5-mkmlizer completed after 429.55s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35853-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-35853-v5
Waiting for inference service chaiml-mn24b-v2preferwi-35853-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-35853-v5 ready after 60.36091947555542s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1254217624664307s
Received healthy response to inference request in 1.724252700805664s
Received healthy response to inference request in 1.9114909172058105s
Received healthy response to inference request in 2.5156943798065186s
Received healthy response to inference request in 1.8355481624603271s
5 requests
0 failed requests
5th percentile: 1.7465117931365968
10th percentile: 1.7687708854675293
20th percentile: 1.8132890701293944
30th percentile: 1.850736713409424
40th percentile: 1.8811138153076172
50th percentile: 1.9114909172058105
60th percentile: 1.9970632553100587
70th percentile: 2.082635593414307
80th percentile: 2.2034762859344483
90th percentile: 2.359585332870483
95th percentile: 2.437639856338501
99th percentile: 2.500083475112915
mean time: 2.02248158454895
Pipeline stage StressChecker completed in 11.89s
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 0.68s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-35853-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-35853-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 5615.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35853_v5 status is now torndown due to DeploymentManager action