developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68093_v2
model_name: chaiml-mn24b-v2preferwi_68093_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:36:23+00:00
num_battles: 5312
num_wins: 2463
celo_rating: 1247.9
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
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': 0.5475571848525164, 'latency_mean': 1.8261755013465881, 'latency_p50': 1.8435537815093994, 'latency_p90': 2.0242543697357176}, {'batch_size': 3, 'throughput': 1.1088635720748679, 'latency_mean': 2.696003044843674, 'latency_p50': 2.694541096687317, 'latency_p90': 2.9616435289382936}, {'batch_size': 5, 'throughput': 1.425977615253006, 'latency_mean': 3.474181627035141, 'latency_p50': 3.4583230018615723, 'latency_p90': 3.897064733505249}, {'batch_size': 6, 'throughput': 1.5586843754666144, 'latency_mean': 3.820881348848343, 'latency_p50': 3.787291646003723, 'latency_p90': 4.326807260513306}, {'batch_size': 8, 'throughput': 1.6963861565428084, 'latency_mean': 4.675993475914002, 'latency_p50': 4.646315813064575, 'latency_p90': 5.289591002464294}, {'batch_size': 10, 'throughput': 1.7657168552060054, 'latency_mean': 5.598035897016525, 'latency_p50': 5.638347387313843, 'latency_p90': 6.444141936302185}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68093_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-30
win_ratio: 0.4636671686746988
generation_params: {'temperature': 0.65, '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-68093-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68093-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: Downloaded to shared memory in 51.645s
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpldhwhxil, device:0
chaiml-mn24b-v2preferwi-68093-v2-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)
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: quantized model in 287.550s
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 in 339.195s
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-68093-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-68093-v2-mkmlizer completed after 509.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68093-v2-mkmlizer
Pipeline stage MKMLizer completed in 510.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.45s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-68093-v2
Waiting for inference service chaiml-mn24b-v2preferwi-68093-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-68093-v2 ready after 50.39704179763794s
Pipeline stage MKMLDeployer completed in 50.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0704731941223145s
Received healthy response to inference request in 2.1291894912719727s
Received healthy response to inference request in 1.6761491298675537s
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 1.7347898483276367s
Received healthy response to inference request in 2.132493019104004s
5 requests
0 failed requests
5th percentile: 1.6878772735595704
10th percentile: 1.6996054172515869
20th percentile: 1.72306170463562
30th percentile: 1.8019265174865722
40th percentile: 1.9361998558044433
50th percentile: 2.0704731941223145
60th percentile: 2.0939597129821776
70th percentile: 2.117446231842041
80th percentile: 2.1298501968383787
90th percentile: 2.1311716079711913
95th percentile: 2.131832313537598
99th percentile: 2.1323608779907226
mean time: 1.9486189365386963
Pipeline stage StressChecker completed in 12.37s
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 0.73s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v2 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 0.11s
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-68093-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68093-v2-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Received signal 15, running shutdown handler
Shutdown handler de-registered
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 3032.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v2 status is now torndown due to DeploymentManager action