chaiml-csfs-v3-3-dpo-lr_86358

developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-3-dpo-lr_86358_v2
model_name: chaiml-csfs-v3-3-dpo-lr_86358_v2
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: inactive
timestamp: 2025-11-04T19:23:12+00:00
num_battles: 5932
num_wins: 3013
celo_rating: 1289.01
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
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': 0.4603926702825808, 'latency_mean': 2.171936510801315, 'latency_p50': 2.1831899881362915, 'latency_p90': 2.3807788372039793}, {'batch_size': 2, 'throughput': 0.6734922638464726, 'latency_mean': 2.963763035535812, 'latency_p50': 2.9796183109283447, 'latency_p90': 3.19586181640625}, {'batch_size': 3, 'throughput': 0.8151530477150983, 'latency_mean': 3.669788690805435, 'latency_p50': 3.6604437828063965, 'latency_p90': 3.935124897956848}, {'batch_size': 4, 'throughput': 0.9186604242396427, 'latency_mean': 4.333489582538605, 'latency_p50': 4.328592777252197, 'latency_p90': 4.989555716514587}, {'batch_size': 5, 'throughput': 0.98476430575842, 'latency_mean': 5.060272200107574, 'latency_p50': 5.0246264934539795, 'latency_p90': 5.779618740081787}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v3-3-dpo-lr_86358_v2
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-04
win_ratio: 0.5079231287929872
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:', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-v3-3-dpo-lr-86358-v2-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer to finish
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Downloaded to shared memory in 57.760s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbkk5cb86, device:0
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: quantized model in 284.416s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 342.177s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia/config.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer completed after 411.69s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer
Pipeline stage MKMLizer completed in 412.51s
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-v3-3-dpo-lr-86358-v2
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v2 to be ready
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', '')
Inference service chaiml-csfs-v3-3-dpo-lr-86358-v2 ready after 140.828058719635s
Pipeline stage MKMLDeployer completed in 141.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.603700876235962s
Received healthy response to inference request in 2.096386194229126s
Received healthy response to inference request in 2.2698347568511963s
Received healthy response to inference request in 1.8688945770263672s
Received healthy response to inference request in 2.2556400299072266s
5 requests
0 failed requests
5th percentile: 1.914392900466919
10th percentile: 1.9598912239074706
20th percentile: 2.050887870788574
30th percentile: 2.1282369613647463
40th percentile: 2.1919384956359864
50th percentile: 2.2556400299072266
60th percentile: 2.2613179206848146
70th percentile: 2.2669958114624023
80th percentile: 2.3366079807281497
90th percentile: 2.4701544284820556
95th percentile: 2.5369276523590085
99th percentile: 2.5903462314605714
mean time: 2.2188912868499755
Pipeline stage StressChecker completed in 12.66s
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 0.85s
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 1.25s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-lr_86358_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
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 5175.38s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage AMDMKMLizer
Starting job with name chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer to finish
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: bash: no job control in this shell
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Version: 0.29.16+gfx942                                            ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA, ROCM                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║  Expiration: 2028-03-31 00:00:00                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Downloaded to shared memory in 108.202s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1hjuwzkw, device:0
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: 
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chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: quantized model in 57.348s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 165.551s
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd/config.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v2/amd/flywheel_model.0.safetensors
Job chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer completed after 215.74s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr-86358-v2-mkmlizer
Pipeline stage AMDMKMLizer completed in 217.52s
Shutdown handler de-registered