developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v1
model_name: chaiml-mn24b-v2preferwi_76437_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T08:30:45+00:00
num_battles: 5352
num_wins: 2615
celo_rating: 1275.22
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
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': 0.5487861886352875, 'latency_mean': 1.8220825064182282, 'latency_p50': 1.8224543333053589, 'latency_p90': 2.026370096206665}, {'batch_size': 3, 'throughput': 1.1242649345656948, 'latency_mean': 2.648687254190445, 'latency_p50': 2.635113000869751, 'latency_p90': 3.0133490800857543}, {'batch_size': 5, 'throughput': 1.4491654156773608, 'latency_mean': 3.420443931818008, 'latency_p50': 3.4172149896621704, 'latency_p90': 3.827758455276489}, {'batch_size': 6, 'throughput': 1.5593938670855885, 'latency_mean': 3.815098855495453, 'latency_p50': 3.826609492301941, 'latency_p90': 4.380131363868713}, {'batch_size': 8, 'throughput': 1.7104866456287573, 'latency_mean': 4.644016468524933, 'latency_p50': 4.6674182415008545, 'latency_p90': 5.30388195514679}, {'batch_size': 10, 'throughput': 1.792710022149434, 'latency_mean': 5.536280897855758, 'latency_p50': 5.561463356018066, 'latency_p90': 6.307559537887573}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-27
win_ratio: 0.4886023916292975
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-76437-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v1-mkmlizer to finish
Failed to get response for submission chaiml-mn24b-v2preferwi_92877_v2: HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-92877-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: Downloaded to shared memory in 71.698s
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0r9yiqvj, device:0
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mn24b-v2preferwi_92877_v6: HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-92877-v6-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-mn24b-v2preferwi_92877_v2: HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-92877-v2-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-mn24b-v2preferwi_92877_v2: HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-92877-v2-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 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-mn24b-v2preferwi_92877_v4: HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-92877-v4-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', '')
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: quantized model in 285.086s
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 356.785s
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v1-mkmlizer completed after 428.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v1-mkmlizer
Pipeline stage MKMLizer completed in 429.12s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-76437-v1
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-76437-v1 ready after 60.2916419506073s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.671659469604492s
Received healthy response to inference request in 2.5875821113586426s
Received healthy response to inference request in 2.7342586517333984s
Received healthy response to inference request in 2.109376907348633s
Received healthy response to inference request in 1.975403070449829s
5 requests
0 failed requests
5th percentile: 2.00219783782959
10th percentile: 2.0289926052093508
20th percentile: 2.082582139968872
30th percentile: 2.2050179481506347
40th percentile: 2.396300029754639
50th percentile: 2.5875821113586426
60th percentile: 2.6212130546569825
70th percentile: 2.6548439979553224
80th percentile: 2.6841793060302734
90th percentile: 2.709218978881836
95th percentile: 2.721738815307617
99th percentile: 2.731754684448242
mean time: 2.415656042098999
Pipeline stage StressChecker completed in 14.07s
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 0.65s
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 1.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_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 0.09s
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-76437-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76437-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
%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
clean up pipeline due to error=DeploymentChecksError('None: None')
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
%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
clean up pipeline due to error=DeploymentChecksError('None: None')
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
%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
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76437_v1 status is now torndown due to DeploymentManager action