chaiml-csfs-v5-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v5-dpo_v5
model_name: training123
model_group: ChaiML/csfs-v5-dpo
status: inactive
timestamp: 2025-11-24T17:42:43+00:00
num_battles: 5926
num_wins: 3023
celo_rating: 1285.85
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': 0.4672232841325357, 'latency_mean': 2.140185055732727, 'latency_p50': 2.1384254693984985, 'latency_p90': 2.3464650392532347}, {'batch_size': 2, 'throughput': 0.6884035782784386, 'latency_mean': 2.9051570200920107, 'latency_p50': 2.8924505710601807, 'latency_p90': 3.168448543548584}, {'batch_size': 3, 'throughput': 0.8332765480499271, 'latency_mean': 3.5931844997406004, 'latency_p50': 3.614367723464966, 'latency_p90': 4.032925796508789}, {'batch_size': 4, 'throughput': 0.9310873864148367, 'latency_mean': 4.29009197473526, 'latency_p50': 4.253495931625366, 'latency_p90': 4.998795652389527}, {'batch_size': 5, 'throughput': 0.9910990795793105, 'latency_mean': 5.0401877176761625, 'latency_p50': 5.080629825592041, 'latency_p90': 5.780322456359864}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/csfs-v5-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-11-24
win_ratio: 0.510124873439082
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': ['You:', 'User:', '</s>', '\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-v5-dpo-v5-mkmlizer
Waiting for job on chaiml-csfs-v5-dpo-v5-mkmlizer to finish
chaiml-csfs-v5-dpo-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v5-dpo-v5-mkmlizer: ║                                                                     ║
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chaiml-csfs-v5-dpo-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ║                                                                     ║
chaiml-csfs-v5-dpo-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v5-dpo-v5-mkmlizer: Downloaded to shared memory in 57.774s
chaiml-csfs-v5-dpo-v5-mkmlizer: Checking if ChaiML/csfs-v5-dpo already exists in ChaiML
chaiml-csfs-v5-dpo-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvz8_0o6l, device:0
chaiml-csfs-v5-dpo-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v5-dpo-v5-mkmlizer: quantized model in 283.421s
chaiml-csfs-v5-dpo-v5-mkmlizer: Processed model ChaiML/csfs-v5-dpo in 341.195s
chaiml-csfs-v5-dpo-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v5-dpo-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v5-dpo-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/config.json
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/special_tokens_map.json
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/tokenizer_config.json
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/tokenizer.json
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v5-dpo-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v5-dpo-v5/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v5-dpo-v5-mkmlizer: 
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Job chaiml-csfs-v5-dpo-v5-mkmlizer completed after 401.02s with status: succeeded
Stopping job with name chaiml-csfs-v5-dpo-v5-mkmlizer
Pipeline stage MKMLizer completed in 401.75s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v5-dpo-v5
Waiting for inference service chaiml-csfs-v5-dpo-v5 to be ready
Inference service chaiml-csfs-v5-dpo-v5 ready after 150.85280847549438s
Pipeline stage MKMLDeployer completed in 151.47s
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 2.489421844482422s
Received healthy response to inference request in 1.6748080253601074s
Received healthy response to inference request in 2.081293821334839s
Received healthy response to inference request in 1.645556926727295s
5 requests
1 failed requests
5th percentile: 1.6514071464538573
10th percentile: 1.65725736618042
20th percentile: 1.668957805633545
30th percentile: 1.7561051845550537
40th percentile: 1.9186995029449463
50th percentile: 2.081293821334839
60th percentile: 2.244545030593872
70th percentile: 2.4077962398529054
80th percentile: 6.032378578186038
90th percentile: 13.118292045593265
95th percentile: 16.661248779296873
99th percentile: 19.495614166259767
mean time: 5.61905722618103
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7699699401855469s
Received healthy response to inference request in 2.04339599609375s
Received healthy response to inference request in 1.5990097522735596s
Received healthy response to inference request in 1.6756587028503418s
Received healthy response to inference request in 1.7298460006713867s
5 requests
0 failed requests
5th percentile: 1.614339542388916
10th percentile: 1.6296693325042724
20th percentile: 1.6603289127349854
30th percentile: 1.6864961624145507
40th percentile: 1.7081710815429687
50th percentile: 1.7298460006713867
60th percentile: 1.7458955764770507
70th percentile: 1.7619451522827148
80th percentile: 1.8246551513671876
90th percentile: 1.9340255737304688
95th percentile: 1.9887107849121093
99th percentile: 2.032458953857422
mean time: 1.763576078414917
Pipeline stage StressChecker completed in 39.70s
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 0.74s
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 0.71s
Shutdown handler de-registered
chaiml-csfs-v5-dpo_v5 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 4238.33s
Shutdown handler de-registered