developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v4-dpo-lr5e_95786_v1
model_name: chaiml-csfs-v4-dpo-lr5e_95786_v1
model_group: ChaiML/csfs-v4-dpo-lr5e6
status: inactive
timestamp: 2025-10-17T12:08:41+00:00
num_battles: 6745
num_wins: 3607
celo_rating: 1290.86
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v4-dpo-lr5e6b25r64-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': 0.3819770303896694, 'latency_mean': 2.6178574526309966, 'latency_p50': 2.6291390657424927, 'latency_p90': 2.862688398361206}, {'batch_size': 2, 'throughput': 0.5828519578477886, 'latency_mean': 3.4300704371929167, 'latency_p50': 3.446189284324646, 'latency_p90': 3.744184064865112}, {'batch_size': 3, 'throughput': 0.7201723630452539, 'latency_mean': 4.150692284107208, 'latency_p50': 4.151247978210449, 'latency_p90': 4.571953201293945}, {'batch_size': 4, 'throughput': 0.8174719847693828, 'latency_mean': 4.883533339500428, 'latency_p50': 4.875649571418762, 'latency_p90': 5.5016770362854}, {'batch_size': 5, 'throughput': 0.8820707383990745, 'latency_mean': 5.632693234682083, 'latency_p50': 5.639220833778381, 'latency_p90': 6.4361851692199705}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v4-dpo-lr5e_95786_v1
is_internal_developer: True
language_model: ChaiML/csfs-v4-dpo-lr5e6b25r64-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.64
us_pacific_date: 2025-10-17
win_ratio: 0.5347664936990363
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:', '</s>', '####', '\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-v4-dpo-lr5e-95786-v1-mkmlizer
Waiting for job on chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer to finish
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║                                                                     ║
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chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: Downloaded to shared memory in 59.194s
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: Checking if ChaiML/csfs-v4-dpo-lr5e6b25r64-lora already exists in ChaiML
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcuk73um2, device:0
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
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', '')
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: quantized model in 42.193s
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: Processed model ChaiML/csfs-v4-dpo-lr5e6b25r64-lora in 101.387s
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/config.json
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/special_tokens_map.json
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/tokenizer_config.json
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/tokenizer.json
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-95786-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer completed after 144.42s with status: succeeded
Stopping job with name chaiml-csfs-v4-dpo-lr5e-95786-v1-mkmlizer
Pipeline stage MKMLizer completed in 144.91s
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-v4-dpo-lr5e-95786-v1
Waiting for inference service chaiml-csfs-v4-dpo-lr5e-95786-v1 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-v4-dpo-lr5e-95786-v1 ready after 70.35074710845947s
Pipeline stage MKMLDeployer completed in 70.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.858206033706665s
Received healthy response to inference request in 2.281787872314453s
Received healthy response to inference request in 2.4221110343933105s
Received healthy response to inference request in 2.216214179992676s
Received healthy response to inference request in 2.3733832836151123s
5 requests
0 failed requests
5th percentile: 2.229328918457031
10th percentile: 2.242443656921387
20th percentile: 2.268673133850098
30th percentile: 2.300106954574585
40th percentile: 2.3367451190948487
50th percentile: 2.3733832836151123
60th percentile: 2.3928743839263915
70th percentile: 2.4123654842376707
80th percentile: 2.5093300342559814
90th percentile: 2.6837680339813232
95th percentile: 2.770987033843994
99th percentile: 2.840762233734131
mean time: 2.4303404808044435
Pipeline stage StressChecker completed in 13.88s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.71s
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Running pipeline stage TriggerMKMLProfilingPipeline
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triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_95786_v1 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 5877.77s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_95786_v1 status is now protected due to ABTestQueueItem