chaiml-csfs-v5-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-dpo_v2
model_name: test
model_group: ChaiML/csfs-v5-dpo
status: inactive
timestamp: 2025-11-23T07:12:45+00:00
num_battles: 9147
num_wins: 4661
celo_rating: 1297.41
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v5-dpo
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4587756385223004, 'latency_mean': 2.1796091866493223, 'latency_p50': 2.173160195350647, 'latency_p90': 2.3858794450759886}, {'batch_size': 2, 'throughput': 0.6652413151925468, 'latency_mean': 3.0033006227016448, 'latency_p50': 3.0115857124328613, 'latency_p90': 3.265926957130432}, {'batch_size': 3, 'throughput': 0.8057142298249653, 'latency_mean': 3.7218916964530946, 'latency_p50': 3.723568558692932, 'latency_p90': 4.159281039237976}, {'batch_size': 4, 'throughput': 0.892131516221084, 'latency_mean': 4.462691586017609, 'latency_p50': 4.490070343017578, 'latency_p90': 5.07403302192688}, {'batch_size': 5, 'throughput': 0.9551443601356591, 'latency_mean': 5.223210812807083, 'latency_p50': 5.19484007358551, 'latency_p90': 6.025212144851684}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v5-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-22
win_ratio: 0.5095659779162567
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', '\n', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-csfs-v5-dpo-v2-mkmlizer
Waiting for job on chaiml-csfs-v5-dpo-v2-mkmlizer to finish
chaiml-csfs-v5-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-dpo-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v5-dpo-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-dpo-v2-mkmlizer: Downloaded to shared memory in 49.555s
chaiml-csfs-v5-dpo-v2-mkmlizer: Checking if ChaiML/csfs-v5-dpo already exists in ChaiML
chaiml-csfs-v5-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx48nbbhv, device:0
chaiml-csfs-v5-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-dpo-v2-mkmlizer: quantized model in 285.361s
chaiml-csfs-v5-dpo-v2-mkmlizer: Processed model ChaiML/csfs-v5-dpo in 334.916s
chaiml-csfs-v5-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v5-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/config.json
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/special_tokens_map.json
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/tokenizer_config.json
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/tokenizer.json
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/flywheel_model.1.safetensors
Failed to get response for submission chaiml-llama31-mer-v2-_44570_v44: HTTPConnectionPool(host='chaiml-llama31-mer-v2-44570-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-csfs-v5-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v5-dpo-v2-mkmlizer: 
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Job chaiml-csfs-v5-dpo-v2-mkmlizer completed after 427.91s with status: succeeded
Stopping job with name chaiml-csfs-v5-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 428.41s
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-csfs-v5-dpo-v2
Waiting for inference service chaiml-csfs-v5-dpo-v2 to be ready
Inference service chaiml-csfs-v5-dpo-v2 ready after 150.55028200149536s
Pipeline stage MKMLDeployer completed in 151.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0627076625823975s
Received healthy response to inference request in 2.1074135303497314s
Received healthy response to inference request in 1.9986529350280762s
Received healthy response to inference request in 2.0155205726623535s
Received healthy response to inference request in 1.6674504280090332s
5 requests
0 failed requests
5th percentile: 1.7336909294128418
10th percentile: 1.7999314308166503
20th percentile: 1.9324124336242676
30th percentile: 2.0020264625549316
40th percentile: 2.0087735176086428
50th percentile: 2.0155205726623535
60th percentile: 2.0343954086303713
70th percentile: 2.0532702445983886
80th percentile: 2.0716488361358643
90th percentile: 2.089531183242798
95th percentile: 2.0984723567962646
99th percentile: 2.105625295639038
mean time: 1.9703490257263183
Pipeline stage StressChecker completed in 11.09s
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 0.70s
Shutdown handler de-registered
chaiml-csfs-v5-dpo_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 0.09s
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-csfs-v5-dpo-v2-profiler
Waiting for inference service chaiml-csfs-v5-dpo-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5240.64s
Shutdown handler de-registered