developer_uid: zonemercy
submission_id: chaiml-csfs-v6-dpo-b025_v2
model_name: test
model_group: ChaiML/csfs-v6-dpo_b025
status: inactive
timestamp: 2025-11-24T17:44:12+00:00
num_battles: 6274
num_wins: 3186
celo_rating: 1292.03
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6-dpo_b025
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': 0.46175796342603537, 'latency_mean': 2.165508544445038, 'latency_p50': 2.1719186305999756, 'latency_p90': 2.3541821241378784}, {'batch_size': 2, 'throughput': 0.6640081043201822, 'latency_mean': 3.008360842466354, 'latency_p50': 2.9959479570388794, 'latency_p90': 3.2552639484405517}, {'batch_size': 3, 'throughput': 0.806321051958626, 'latency_mean': 3.716346299648285, 'latency_p50': 3.7076096534729004, 'latency_p90': 4.108266472816467}, {'batch_size': 4, 'throughput': 0.9021385799146303, 'latency_mean': 4.417232090234757, 'latency_p50': 4.400735259056091, 'latency_p90': 5.067611932754517}, {'batch_size': 5, 'throughput': 0.9548670171771768, 'latency_mean': 5.217466840744018, 'latency_p50': 5.204590320587158, 'latency_p90': 6.057895827293396}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-11-24
win_ratio: 0.507810009563277
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': ['\n', 'You:', '</s>', 'User:'], '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': '{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-v6-dpo-b025-v2-mkmlizer
Waiting for job on chaiml-csfs-v6-dpo-b025-v2-mkmlizer to finish
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: Downloaded to shared memory in 51.615s
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: Checking if ChaiML/csfs-v6-dpo_b025 already exists in ChaiML
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6kx6zm9y, device:0
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: quantized model in 285.582s
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: Processed model ChaiML/csfs-v6-dpo_b025 in 337.198s
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/config.json
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/tokenizer.json
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-b025-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v6-dpo-b025-v2-mkmlizer: 
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Job chaiml-csfs-v6-dpo-b025-v2-mkmlizer completed after 408.47s with status: succeeded
Stopping job with name chaiml-csfs-v6-dpo-b025-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.01s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.35s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v6-dpo-b025-v2
Waiting for inference service chaiml-csfs-v6-dpo-b025-v2 to be ready
Inference service chaiml-csfs-v6-dpo-b025-v2 ready after 141.14459037780762s
Pipeline stage MKMLDeployer completed in 141.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2095117568969727s
Received healthy response to inference request in 2.22206449508667s
Received healthy response to inference request in 1.680063247680664s
Received healthy response to inference request in 1.9084300994873047s
Received healthy response to inference request in 2.0531649589538574s
5 requests
0 failed requests
5th percentile: 1.7257366180419922
10th percentile: 1.7714099884033203
20th percentile: 1.8627567291259766
30th percentile: 1.9373770713806153
40th percentile: 1.9952710151672364
50th percentile: 2.0531649589538574
60th percentile: 2.1157036781311036
70th percentile: 2.17824239730835
80th percentile: 2.212022304534912
90th percentile: 2.217043399810791
95th percentile: 2.2195539474487305
99th percentile: 2.221562385559082
mean time: 2.0146469116210937
Pipeline stage StressChecker completed in 11.74s
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 0.86s
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 0.65s
Shutdown handler de-registered
chaiml-csfs-v6-dpo-b025_v2 status is now deployed due to DeploymentManager action
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 4988.57s
Shutdown handler de-registered