chaiml-mn24b-v2preferwi_39229

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_39229_v1
model_name: chaiml-mn24b-v2preferwi_39229_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:40:57+00:00
num_battles: 5662
num_wins: 2527
celo_rating: 1228.77
family_friendly_score: 0.5636
family_friendly_standard_error: 0.007013630158484265
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
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': 0.5508753964225886, 'latency_mean': 1.8151910400390625, 'latency_p50': 1.8001683950424194, 'latency_p90': 2.015853929519653}, {'batch_size': 3, 'throughput': 1.114837153055227, 'latency_mean': 2.6837651932239535, 'latency_p50': 2.677250623703003, 'latency_p90': 2.975714349746704}, {'batch_size': 5, 'throughput': 1.4306091948221036, 'latency_mean': 3.4876826930046083, 'latency_p50': 3.479308247566223, 'latency_p90': 3.934325861930847}, {'batch_size': 6, 'throughput': 1.5394333761595609, 'latency_mean': 3.8851638627052307, 'latency_p50': 3.8933075666427612, 'latency_p90': 4.355654382705689}, {'batch_size': 8, 'throughput': 1.6928693543538942, 'latency_mean': 4.696934175491333, 'latency_p50': 4.73538613319397, 'latency_p90': 5.291416335105896}, {'batch_size': 10, 'throughput': 1.7659042651132286, 'latency_mean': 5.624941372871399, 'latency_p50': 5.681787371635437, 'latency_p90': 6.340735006332397}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_39229_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-29
win_ratio: 0.4463087248322148
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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-39229-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-39229-v1-mkmlizer to finish
Failed to get response for submission chaiml-0925-tl-zl-dummy_79369_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-79369-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: Downloaded to shared memory in 51.417s
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 already exists in ChaiML
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9ltum9j9, device:0
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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)
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-39229-v1-mkmlizer: quantized model in 286.693s
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 in 338.110s
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/tokenizer.json
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-39229-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-39229-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-39229-v1-mkmlizer completed after 518.71s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-39229-v1-mkmlizer
Pipeline stage MKMLizer completed in 519.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v1
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-39229-v1 ready after 60.25837850570679s
Pipeline stage MKMLDeployer completed in 60.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2430098056793213s
Received healthy response to inference request in 2.5176000595092773s
Received healthy response to inference request in 1.691819190979004s
Received healthy response to inference request in 2.056267023086548s
Received healthy response to inference request in 1.643385410308838s
5 requests
0 failed requests
5th percentile: 1.6530721664428711
10th percentile: 1.6627589225769044
20th percentile: 1.6821324348449707
30th percentile: 1.7647087574005127
40th percentile: 1.9104878902435303
50th percentile: 2.056267023086548
60th percentile: 2.1309641361236573
70th percentile: 2.205661249160767
80th percentile: 2.2979278564453125
90th percentile: 2.407763957977295
95th percentile: 2.462682008743286
99th percentile: 2.506616449356079
mean time: 2.0304162979125975
Pipeline stage StressChecker completed in 11.59s
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 0.67s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v1-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 5247.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_39229_v1 status is now torndown due to DeploymentManager action