rirv938-mistral-12b-dpo_75616

developer_uid: chai_backend_admin

submission_id: rirv938-mistral-12b-dpo_75616_v3

model_name: rirv938-mistral-12b-dpo_75616_v3

model_group: rirv938/mistral_12b_dpo_

status: torndown

timestamp: 2025-02-27T17:34:28+00:00

num_battles: 6487

num_wins: 3653

celo_rating: 1319.89

family_friendly_score: 0.5602

family_friendly_standard_error: 0.007019629050028214

submission_type: basic

model_repo: rirv938/mistral_12b_dpo_40k_2374_96_output_tokens_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 96

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4489312305201053, 'latency_mean': 2.2274471354484557, 'latency_p50': 2.2316887378692627, 'latency_p90': 2.3942700624465942}, {'batch_size': 3, 'throughput': 0.9149756148585603, 'latency_mean': 3.2664290189743044, 'latency_p50': 3.2513675689697266, 'latency_p90': 3.5510822534561157}, {'batch_size': 5, 'throughput': 1.1494573923904134, 'latency_mean': 4.324378105401993, 'latency_p50': 4.305994510650635, 'latency_p90': 4.682268714904785}, {'batch_size': 6, 'throughput': 1.215268751489422, 'latency_mean': 4.9042714095115665, 'latency_p50': 4.936388969421387, 'latency_p90': 5.294963955879211}, {'batch_size': 8, 'throughput': 1.2991769669261262, 'latency_mean': 6.107231998443604, 'latency_p50': 6.106245040893555, 'latency_p90': 6.703530216217041}, {'batch_size': 10, 'throughput': 1.3425676277785872, 'latency_mean': 7.409940096139908, 'latency_p50': 7.425336599349976, 'latency_p90': 8.155533146858215}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rirv938-mistral-12b-dpo_75616_v3

ineligible_reason: max_output_tokens!=64

is_internal_developer: True

language_model: rirv938/mistral_12b_dpo_40k_2374_96_output_tokens_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.03

us_pacific_date: 2025-02-27

win_ratio: 0.56312625250501

generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['</s>', 'You:', '###', '\n'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 96}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

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 rirv938-mistral-12b-dpo-75616-v3-mkmlizer
Waiting for job on rirv938-mistral-12b-dpo-75616-v3-mkmlizer to finish
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║     _____            __           __                                ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║       /___/                                                         ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║                                                                     ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║                                                                     ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  belonging to:                                                      ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║                                                                     ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ║                                                                     ║
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: Downloaded to shared memory in 80.040s
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpd49ebmdi, device:0
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission nischaydnk-exp26-mistra_55673_v1: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: quantized model in 41.962s
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: Processed model rirv938/mistral_12b_dpo_40k_2374_96_output_tokens_v2 in 122.003s
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: creating bucket guanaco-mkml-models
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3/config.json
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3/special_tokens_map.json
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3/tokenizer_config.json
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3/tokenizer.json
Retrying (%r) after connection broken by '%r': %s
rirv938-mistral-12b-dpo-75616-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-mistral-12b-dpo-75616-v3/flywheel_model.0.safetensors
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Job rirv938-mistral-12b-dpo-75616-v3-mkmlizer completed after 155.14s with status: succeeded
Stopping job with name rirv938-mistral-12b-dpo-75616-v3-mkmlizer
Pipeline stage MKMLizer completed in 155.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-mistral-12b-dpo-75616-v3
Waiting for inference service rirv938-mistral-12b-dpo-75616-v3 to be ready
Failed to get response for submission nischaydnk-exp26-mistra_55673_v2: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v2: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp27-ftexp1_72507_v2: HTTPConnectionPool(host='nischaydnk-exp27-ftexp1-72507-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp27-ftexp1_72507_v1: HTTPConnectionPool(host='nischaydnk-exp27-ftexp1-72507-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v1: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service rirv938-mistral-12b-dpo-75616-v3 ready after 281.0432336330414s
Pipeline stage MKMLDeployer completed in 281.78s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.566539764404297s
Received healthy response to inference request in 1.6621429920196533s
Received healthy response to inference request in 1.790285587310791s
Received healthy response to inference request in 2.0143918991088867s
Received healthy response to inference request in 2.210822820663452s
5 requests
0 failed requests
5th percentile: 1.6877715110778808
10th percentile: 1.7134000301361083
20th percentile: 1.7646570682525635
30th percentile: 1.8351068496704102
40th percentile: 1.9247493743896484
50th percentile: 2.0143918991088867
60th percentile: 2.092964267730713
70th percentile: 2.1715366363525392
80th percentile: 2.281966209411621
90th percentile: 2.424252986907959
95th percentile: 2.495396375656128
99th percentile: 2.552311086654663
mean time: 2.048836612701416
Pipeline stage StressChecker completed in 11.54s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.61s
Shutdown handler de-registered
rirv938-mistral-12b-dpo_75616_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Creating inference service rirv938-mistral-12b-dpo-75616-v3-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4776.56s
Shutdown handler de-registered
rirv938-mistral-12b-dpo_75616_v3 status is now inactive due to auto deactivation removed underperforming models
rirv938-mistral-12b-dpo_75616_v3 status is now torndown due to DeploymentManager action