developer_uid: zonemercy
submission_id: chaiml-csfs-v6b-dpo_v2
model_name: test
model_group: ChaiML/csfs-v6b-dpo
status: inactive
timestamp: 2025-11-24T17:46:08+00:00
num_battles: 5817
num_wins: 3047
celo_rating: 1312.59
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6b-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': 0.4660264280232007, 'latency_mean': 2.145700706243515, 'latency_p50': 2.154257655143738, 'latency_p90': 2.343766474723816}, {'batch_size': 3, 'throughput': 0.8380159014739272, 'latency_mean': 3.567489370107651, 'latency_p50': 3.545088052749634, 'latency_p90': 3.8666627168655396}, {'batch_size': 5, 'throughput': 0.9942025257543761, 'latency_mean': 4.9999192476272585, 'latency_p50': 5.036433100700378, 'latency_p90': 5.715130734443664}, {'batch_size': 6, 'throughput': 1.0472640046729857, 'latency_mean': 5.709228550195694, 'latency_p50': 5.736927151679993, 'latency_p90': 6.519846439361572}, {'batch_size': 10, 'throughput': 1.1463756339038433, 'latency_mean': 8.664212750196457, 'latency_p50': 8.694006443023682, 'latency_p90': 9.84458544254303}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6b-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-11-24
win_ratio: 0.5238095238095238
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': ['</s>', 'You:', 'User:', '\n'], '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-v6b-dpo-v2-mkmlizer
Waiting for job on chaiml-csfs-v6b-dpo-v2-mkmlizer to finish
chaiml-csfs-v6b-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v6b-dpo-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6b-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6b-dpo-v2-mkmlizer: Downloaded to shared memory in 50.643s
chaiml-csfs-v6b-dpo-v2-mkmlizer: Checking if ChaiML/csfs-v6b-dpo already exists in ChaiML
chaiml-csfs-v6b-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfqg0e160, device:0
chaiml-csfs-v6b-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
chaiml-csfs-v6b-dpo-v2-mkmlizer: quantized model in 284.591s
chaiml-csfs-v6b-dpo-v2-mkmlizer: Processed model ChaiML/csfs-v6b-dpo in 335.235s
chaiml-csfs-v6b-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6b-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6b-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/config.json
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/tokenizer.json
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6b-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6b-dpo-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v6b-dpo-v2-mkmlizer: 
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Job chaiml-csfs-v6b-dpo-v2-mkmlizer completed after 409.63s with status: succeeded
Stopping job with name chaiml-csfs-v6b-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.22s
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-v6b-dpo-v2
Waiting for inference service chaiml-csfs-v6b-dpo-v2 to be ready
Inference service chaiml-csfs-v6b-dpo-v2 ready after 151.10822582244873s
Pipeline stage MKMLDeployer completed in 151.64s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.278425455093384s
Received healthy response to inference request in 2.5396618843078613s
Received healthy response to inference request in 2.023024320602417s
Received healthy response to inference request in 2.060164213180542s
5 requests
1 failed requests
5th percentile: 2.030452299118042
10th percentile: 2.037880277633667
20th percentile: 2.052736234664917
30th percentile: 2.1038164615631105
40th percentile: 2.191120958328247
50th percentile: 2.278425455093384
60th percentile: 2.382920026779175
70th percentile: 2.487414598464966
80th percentile: 6.0647701263427765
90th percentile: 13.1149866104126
95th percentile: 16.640094852447508
99th percentile: 19.46018144607544
mean time: 5.813295793533325
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6969976425170898s
Received healthy response to inference request in 1.9977056980133057s
Received healthy response to inference request in 2.030393123626709s
Received healthy response to inference request in 2.1131906509399414s
Received healthy response to inference request in 1.667083978652954s
5 requests
0 failed requests
5th percentile: 1.6730667114257813
10th percentile: 1.6790494441986084
20th percentile: 1.6910149097442626
30th percentile: 1.757139253616333
40th percentile: 1.8774224758148192
50th percentile: 1.9977056980133057
60th percentile: 2.010780668258667
70th percentile: 2.0238556385040285
80th percentile: 2.0469526290893554
90th percentile: 2.0800716400146486
95th percentile: 2.096631145477295
99th percentile: 2.1098787498474123
mean time: 1.90107421875
Pipeline stage StressChecker completed in 41.42s
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 0.70s
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-v6b-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 0.11s
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-csfs-v6b-dpo-v2-profiler
Waiting for inference service chaiml-csfs-v6b-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 5001.25s
Shutdown handler de-registered