chaiml-ca18-v1-6-dpo-cosine

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-6-dpo-cosine_v1

model_name: training123

model_group: ChaiML/ca18-v1-6-dpo_cos

status: torndown

timestamp: 2025-11-19T10:21:16+00:00

num_battles: 5581

num_wins: 2916

celo_rating: 1306.05

family_friendly_score: 0.51

family_friendly_standard_error: 0.007069653456853455

submission_type: basic

model_repo: ChaiML/ca18-v1-6-dpo_cosine

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6818300681644505, 'latency_mean': 1.4665423262119293, 'latency_p50': 1.4555411338806152, 'latency_p90': 1.6042688846588133}, {'batch_size': 3, 'throughput': 1.2498776101212627, 'latency_mean': 2.393610808849335, 'latency_p50': 2.3933119773864746, 'latency_p90': 2.6074769735336303}, {'batch_size': 5, 'throughput': 1.5321037630648702, 'latency_mean': 3.2431586027145385, 'latency_p50': 3.206400156021118, 'latency_p90': 3.7045914649963376}, {'batch_size': 6, 'throughput': 1.5987833964846392, 'latency_mean': 3.727372614145279, 'latency_p50': 3.747029185295105, 'latency_p90': 4.227285575866699}, {'batch_size': 8, 'throughput': 1.7135795614991547, 'latency_mean': 4.626163095235825, 'latency_p50': 4.618151903152466, 'latency_p90': 5.317014408111572}, {'batch_size': 10, 'throughput': 1.7817017611021684, 'latency_mean': 5.560223006010055, 'latency_p50': 5.62299907207489, 'latency_p90': 6.2359778642654415}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-6-dpo_cosine

model_size: 13B

ranking_group: single

throughput_3p7s: 1.61

us_pacific_date: 2025-11-16

win_ratio: 0.522487009496506

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>', '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': '{prompt}\n<START>\n', '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-ca18-v1-6-dpo-cosine-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer to finish
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Downloaded to shared memory in 50.356s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Checking if ChaiML/ca18-v1-6-dpo_cosine already exists in ChaiML
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4xyop8go, device:0
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer to finish
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: quantized model in 26.422s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Processed model ChaiML/ca18-v1-6-dpo_cosine in 76.779s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/config.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/tokenizer.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Downloaded to shared memory in 24.576s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Checking if ChaiML/ca18-v1-6-dpo_cosine already exists in ChaiML
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmph63de70s, device:0
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: quantized model in 26.025s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Processed model ChaiML/ca18-v1-6-dpo_cosine in 50.601s
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/config.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/tokenizer.json
chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-cosine-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer completed after 81.92s with status: succeeded
Stopping job with name chaiml-ca18-v1-6-dpo-cosine-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-v1-6-dpo-cosine-v1
Waiting for inference service chaiml-ca18-v1-6-dpo-cosine-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-ca18-v1-6-dpo-cosine-v1 ready after 170.89465165138245s
Pipeline stage MKMLDeployer completed in 171.45s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.785745620727539s
Received healthy response to inference request in 1.4380085468292236s
Received healthy response to inference request in 1.4133636951446533s
Received healthy response to inference request in 1.7428038120269775s
Received healthy response to inference request in 1.3961122035980225s
5 requests
0 failed requests
5th percentile: 1.3995625019073485
10th percentile: 1.4030128002166748
20th percentile: 1.4099133968353272
30th percentile: 1.4182926654815673
40th percentile: 1.4281506061553955
50th percentile: 1.4380085468292236
60th percentile: 1.559926652908325
70th percentile: 1.6818447589874268
80th percentile: 1.7513921737670899
90th percentile: 1.7685688972473144
95th percentile: 1.7771572589874267
99th percentile: 1.7840279483795165
mean time: 1.5552067756652832
Pipeline stage StressChecker completed in 9.04s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2548.37s
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chaiml-ca18-v1-6-dpo-cosine_v1 status is now torndown due to DeploymentManager action