chaiml-snugstable1-5-12_77835

developer_uid: zonemercy

submission_id: chaiml-snugstable1-5-12_77835_v3

model_name: tempv1-1

model_group: ChaiML/SnugStable1.5-12b

status: torndown

timestamp: 2025-01-07T06:46:07+00:00

num_battles: 9357

num_wins: 5161

celo_rating: 1305.17

family_friendly_score: 0.5932

family_friendly_standard_error: 0.006947139843129689

submission_type: basic

model_repo: ChaiML/SnugStable1.5-12b0-l1e5r7b25

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6529547651146844, 'latency_mean': 1.531421684026718, 'latency_p50': 1.537129521369934, 'latency_p90': 1.7114729166030884}, {'batch_size': 3, 'throughput': 1.2704483110913034, 'latency_mean': 2.3566597437858583, 'latency_p50': 2.3517510890960693, 'latency_p90': 2.627972650527954}, {'batch_size': 5, 'throughput': 1.5619887170135844, 'latency_mean': 3.1816806972026823, 'latency_p50': 3.2109159231185913, 'latency_p90': 3.549323320388794}, {'batch_size': 6, 'throughput': 1.6641855672544268, 'latency_mean': 3.589341175556183, 'latency_p50': 3.598656415939331, 'latency_p90': 4.0149740219116214}, {'batch_size': 8, 'throughput': 1.7616856004111174, 'latency_mean': 4.519971647262573, 'latency_p50': 4.539209842681885, 'latency_p90': 5.058656311035156}, {'batch_size': 10, 'throughput': 1.8160389735109603, 'latency_mean': 5.473338705301285, 'latency_p50': 5.485532879829407, 'latency_p90': 6.1169888257980345}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-1

is_internal_developer: True

language_model: ChaiML/SnugStable1.5-12b0-l1e5r7b25

model_size: 13B

ranking_group: single

throughput_3p7s: 1.69

us_pacific_date: 2025-01-06

win_ratio: 0.5515656727583628

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'Bot:', '<|eot_id|>', '<|im_end|>', '####', 'User:', '\n', 'You:'], 'max_input_tokens': 768, '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-snugstable1-5-12-77835-v3-mkmlizer
Waiting for job on chaiml-snugstable1-5-12-77835-v3-mkmlizer to finish
chaiml-snugstable1-5-12-77835-v3-mkmlizer: Downloaded to shared memory in 48.534s
chaiml-snugstable1-5-12-77835-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzor0fi9c, device:0
chaiml-snugstable1-5-12-77835-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-snugstable1-5-12-77835-v3-mkmlizer: quantized model in 38.218s
chaiml-snugstable1-5-12-77835-v3-mkmlizer: Processed model ChaiML/SnugStable1.5-12b0-l1e5r7b25 in 86.753s
chaiml-snugstable1-5-12-77835-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-snugstable1-5-12-77835-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-snugstable1-5-12-77835-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3
chaiml-snugstable1-5-12-77835-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3/config.json
chaiml-snugstable1-5-12-77835-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3/special_tokens_map.json
chaiml-snugstable1-5-12-77835-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3/tokenizer_config.json
chaiml-snugstable1-5-12-77835-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3/tokenizer.json
chaiml-snugstable1-5-12-77835-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-snugstable1-5-12-77835-v3/flywheel_model.0.safetensors
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Job chaiml-snugstable1-5-12-77835-v3-mkmlizer completed after 113.32s with status: succeeded
Stopping job with name chaiml-snugstable1-5-12-77835-v3-mkmlizer
Pipeline stage MKMLizer completed in 113.81s
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Creating inference service chaiml-snugstable1-5-12-77835-v3
Waiting for inference service chaiml-snugstable1-5-12-77835-v3 to be ready
Inference service chaiml-snugstable1-5-12-77835-v3 ready after 361.53537821769714s
Pipeline stage MKMLDeployer completed in 362.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2036890983581543s
Received healthy response to inference request in 1.6646301746368408s
Received healthy response to inference request in 1.390127182006836s
Received healthy response to inference request in 1.822122573852539s
Received healthy response to inference request in 1.5825395584106445s
5 requests
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mean time: 1.732621717453003
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chaiml-snugstable1-5-12_77835_v3 status is now torndown due to DeploymentManager action