Text Generation
Transformers
Safetensors
llama
llama-factory
full
Generated from Trainer
conversational
text-generation-inference
Instructions to use stamina/finance_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use stamina/finance_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="stamina/finance_model") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("stamina/finance_model") model = AutoModelForCausalLM.from_pretrained("stamina/finance_model") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use stamina/finance_model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "stamina/finance_model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "stamina/finance_model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/stamina/finance_model
- SGLang
How to use stamina/finance_model with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "stamina/finance_model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "stamina/finance_model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "stamina/finance_model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "stamina/finance_model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use stamina/finance_model with Docker Model Runner:
docker model run hf.co/stamina/finance_model
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| {"current_steps": 2, "total_steps": 154, "loss": 15.2173, "lr": 1.25e-06, "epoch": 0.012987012987012988, "percentage": 1.3, "elapsed_time": "0:01:13", "remaining_time": "1:32:48"} | |
| {"current_steps": 3, "total_steps": 154, "loss": 14.1437, "lr": 2.5e-06, "epoch": 0.01948051948051948, "percentage": 1.95, "elapsed_time": "0:01:47", "remaining_time": "1:29:53"} | |
| {"current_steps": 4, "total_steps": 154, "loss": 11.8689, "lr": 3.7500000000000005e-06, "epoch": 0.025974025974025976, "percentage": 2.6, "elapsed_time": "0:02:21", "remaining_time": "1:28:22"} | |
| {"current_steps": 5, "total_steps": 154, "loss": 7.9204, "lr": 5e-06, "epoch": 0.032467532467532464, "percentage": 3.25, "elapsed_time": "0:02:56", "remaining_time": "1:27:34"} | |
| {"current_steps": 6, "total_steps": 154, "loss": 5.7131, "lr": 6.25e-06, "epoch": 0.03896103896103896, "percentage": 3.9, "elapsed_time": "0:03:31", "remaining_time": "1:26:53"} | |
| {"current_steps": 7, "total_steps": 154, "loss": 4.2718, "lr": 7.500000000000001e-06, "epoch": 0.045454545454545456, "percentage": 4.55, "elapsed_time": "0:04:06", "remaining_time": "1:26:16"} | |
| {"current_steps": 8, "total_steps": 154, "loss": 4.0282, "lr": 8.750000000000001e-06, "epoch": 0.05194805194805195, "percentage": 5.19, "elapsed_time": "0:04:40", "remaining_time": "1:25:23"} | |
| {"current_steps": 9, "total_steps": 154, "loss": 3.6317, "lr": 1e-05, "epoch": 0.05844155844155844, "percentage": 5.84, "elapsed_time": "0:05:14", "remaining_time": "1:24:27"} | |
| {"current_steps": 10, "total_steps": 154, "loss": 4.1092, "lr": 1.125e-05, "epoch": 0.06493506493506493, "percentage": 6.49, "elapsed_time": "0:05:48", "remaining_time": "1:23:35"} | |
| {"current_steps": 10, "total_steps": 154, "eval_loss": 4.491167068481445, "epoch": 0.06493506493506493, "percentage": 6.49, "elapsed_time": "0:11:01", "remaining_time": "2:38:46"} | |
| {"current_steps": 11, "total_steps": 154, "loss": 4.7431, "lr": 1.25e-05, "epoch": 0.07142857142857142, "percentage": 7.14, "elapsed_time": "0:11:37", "remaining_time": "2:31:06"} | |
| {"current_steps": 12, "total_steps": 154, "loss": 3.802, "lr": 1.375e-05, "epoch": 0.07792207792207792, "percentage": 7.79, "elapsed_time": "0:12:12", "remaining_time": "2:24:29"} | |
| {"current_steps": 13, "total_steps": 154, "loss": 2.9634, "lr": 1.5000000000000002e-05, "epoch": 0.08441558441558442, "percentage": 8.44, "elapsed_time": "0:12:48", "remaining_time": "2:18:59"} | |
| {"current_steps": 14, "total_steps": 154, "loss": 4.4968, "lr": 1.6250000000000002e-05, "epoch": 0.09090909090909091, "percentage": 9.09, "elapsed_time": "0:13:23", "remaining_time": "2:13:56"} | |
| {"current_steps": 15, "total_steps": 154, "loss": 2.7575, "lr": 1.7500000000000002e-05, "epoch": 0.09740259740259741, "percentage": 9.74, "elapsed_time": "0:13:57", "remaining_time": "2:09:20"} | |
| {"current_steps": 16, "total_steps": 154, "loss": 2.518, "lr": 1.8750000000000002e-05, "epoch": 0.1038961038961039, "percentage": 10.39, "elapsed_time": "0:14:31", "remaining_time": "2:05:20"} | |
| {"current_steps": 17, "total_steps": 154, "loss": 2.3895, "lr": 2e-05, "epoch": 0.11038961038961038, "percentage": 11.04, "elapsed_time": "0:15:05", "remaining_time": "2:01:40"} | |
| {"current_steps": 18, "total_steps": 154, "loss": 2.2629, "lr": 1.9997408848413494e-05, "epoch": 0.11688311688311688, "percentage": 11.69, "elapsed_time": "0:15:39", "remaining_time": "1:58:19"} | |
| {"current_steps": 19, "total_steps": 154, "loss": 2.35, "lr": 1.9989636736467278e-05, "epoch": 0.12337662337662338, "percentage": 12.34, "elapsed_time": "0:16:12", "remaining_time": "1:55:10"} | |
| {"current_steps": 20, "total_steps": 154, "loss": 2.1524, "lr": 1.9976687691905394e-05, "epoch": 0.12987012987012986, "percentage": 12.99, "elapsed_time": "0:16:46", "remaining_time": "1:52:24"} | |
| {"current_steps": 20, "total_steps": 154, "eval_loss": 1.8664342164993286, "epoch": 0.12987012987012986, "percentage": 12.99, "elapsed_time": "0:21:59", "remaining_time": "2:27:21"} | |
| {"current_steps": 21, "total_steps": 154, "loss": 1.8148, "lr": 1.9958568425315316e-05, "epoch": 0.13636363636363635, "percentage": 13.64, "elapsed_time": "0:22:35", "remaining_time": "2:23:02"} | |
| {"current_steps": 22, "total_steps": 154, "loss": 2.1677, "lr": 1.9935288326650314e-05, "epoch": 0.14285714285714285, "percentage": 14.29, "elapsed_time": "0:23:08", "remaining_time": "2:18:52"} | |
| {"current_steps": 23, "total_steps": 154, "loss": 1.8116, "lr": 1.9906859460363307e-05, "epoch": 0.14935064935064934, "percentage": 14.94, "elapsed_time": "0:23:43", "remaining_time": "2:15:07"} | |
| {"current_steps": 24, "total_steps": 154, "loss": 1.5267, "lr": 1.98732965591547e-05, "epoch": 0.15584415584415584, "percentage": 15.58, "elapsed_time": "0:24:18", "remaining_time": "2:11:41"} | |
| {"current_steps": 25, "total_steps": 154, "loss": 1.5871, "lr": 1.9834617016337424e-05, "epoch": 0.16233766233766234, "percentage": 16.23, "elapsed_time": "0:24:53", "remaining_time": "2:08:26"} | |
| {"current_steps": 26, "total_steps": 154, "loss": 1.19, "lr": 1.979084087682323e-05, "epoch": 0.16883116883116883, "percentage": 16.88, "elapsed_time": "0:25:28", "remaining_time": "2:05:23"} | |
| {"current_steps": 27, "total_steps": 154, "loss": 1.0546, "lr": 1.9741990826734793e-05, "epoch": 0.17532467532467533, "percentage": 17.53, "elapsed_time": "0:26:02", "remaining_time": "2:02:27"} | |
| {"current_steps": 28, "total_steps": 154, "loss": 1.0371, "lr": 1.9688092181649065e-05, "epoch": 0.18181818181818182, "percentage": 18.18, "elapsed_time": "0:26:36", "remaining_time": "1:59:45"} | |
| {"current_steps": 29, "total_steps": 154, "loss": 0.7383, "lr": 1.9629172873477995e-05, "epoch": 0.18831168831168832, "percentage": 18.83, "elapsed_time": "0:27:11", "remaining_time": "1:57:12"} | |
| {"current_steps": 30, "total_steps": 154, "loss": 0.7796, "lr": 1.956526343599335e-05, "epoch": 0.19480519480519481, "percentage": 19.48, "elapsed_time": "0:27:45", "remaining_time": "1:54:45"} | |
| {"current_steps": 30, "total_steps": 154, "eval_loss": 0.6781104207038879, "epoch": 0.19480519480519481, "percentage": 19.48, "elapsed_time": "0:32:58", "remaining_time": "2:16:18"} | |
| {"current_steps": 31, "total_steps": 154, "loss": 0.7575, "lr": 1.9496396989003195e-05, "epoch": 0.2012987012987013, "percentage": 20.13, "elapsed_time": "0:33:31", "remaining_time": "2:13:02"} | |
| {"current_steps": 32, "total_steps": 154, "loss": 0.4457, "lr": 1.9422609221188208e-05, "epoch": 0.2077922077922078, "percentage": 20.78, "elapsed_time": "0:34:05", "remaining_time": "2:09:58"} | |
| {"current_steps": 33, "total_steps": 154, "loss": 0.4635, "lr": 1.9343938371606714e-05, "epoch": 0.21428571428571427, "percentage": 21.43, "elapsed_time": "0:34:37", "remaining_time": "2:06:58"} | |
| {"current_steps": 34, "total_steps": 154, "loss": 0.3696, "lr": 1.9260425209878052e-05, "epoch": 0.22077922077922077, "percentage": 22.08, "elapsed_time": "0:35:11", "remaining_time": "2:04:12"} | |
| {"current_steps": 35, "total_steps": 154, "loss": 0.3534, "lr": 1.917211301505453e-05, "epoch": 0.22727272727272727, "percentage": 22.73, "elapsed_time": "0:35:45", "remaining_time": "2:01:33"} | |
| {"current_steps": 36, "total_steps": 154, "loss": 0.3338, "lr": 1.907904755319289e-05, "epoch": 0.23376623376623376, "percentage": 23.38, "elapsed_time": "0:36:20", "remaining_time": "1:59:07"} | |
| {"current_steps": 37, "total_steps": 154, "loss": 0.3249, "lr": 1.8981277053636963e-05, "epoch": 0.24025974025974026, "percentage": 24.03, "elapsed_time": "0:36:56", "remaining_time": "1:56:47"} | |
| {"current_steps": 38, "total_steps": 154, "loss": 0.3303, "lr": 1.8878852184023754e-05, "epoch": 0.24675324675324675, "percentage": 24.68, "elapsed_time": "0:37:30", "remaining_time": "1:54:29"} | |
| {"current_steps": 39, "total_steps": 154, "loss": 0.314, "lr": 1.8771826024025944e-05, "epoch": 0.2532467532467532, "percentage": 25.32, "elapsed_time": "0:38:04", "remaining_time": "1:52:16"} | |
| {"current_steps": 40, "total_steps": 154, "loss": 0.3127, "lr": 1.866025403784439e-05, "epoch": 0.2597402597402597, "percentage": 25.97, "elapsed_time": "0:38:39", "remaining_time": "1:50:10"} | |
| {"current_steps": 40, "total_steps": 154, "eval_loss": 0.2871454656124115, "epoch": 0.2597402597402597, "percentage": 25.97, "elapsed_time": "0:43:51", "remaining_time": "2:05:00"} | |
| {"current_steps": 41, "total_steps": 154, "loss": 0.2746, "lr": 1.8544194045464888e-05, "epoch": 0.2662337662337662, "percentage": 26.62, "elapsed_time": "0:44:24", "remaining_time": "2:02:22"} | |
| {"current_steps": 42, "total_steps": 154, "loss": 0.3081, "lr": 1.8423706192694118e-05, "epoch": 0.2727272727272727, "percentage": 27.27, "elapsed_time": "0:44:58", "remaining_time": "1:59:55"} | |
| {"current_steps": 43, "total_steps": 154, "loss": 0.4312, "lr": 1.8298852919990254e-05, "epoch": 0.2792207792207792, "percentage": 27.92, "elapsed_time": "0:45:32", "remaining_time": "1:57:33"} | |
| {"current_steps": 44, "total_steps": 154, "loss": 0.319, "lr": 1.816969893010442e-05, "epoch": 0.2857142857142857, "percentage": 28.57, "elapsed_time": "0:46:08", "remaining_time": "1:55:20"} | |
| {"current_steps": 45, "total_steps": 154, "loss": 0.2725, "lr": 1.8036311154549783e-05, "epoch": 0.2922077922077922, "percentage": 29.22, "elapsed_time": "0:46:42", "remaining_time": "1:53:09"} | |
| {"current_steps": 46, "total_steps": 154, "loss": 0.3119, "lr": 1.789875871891559e-05, "epoch": 0.2987012987012987, "percentage": 29.87, "elapsed_time": "0:47:17", "remaining_time": "1:51:01"} | |
| {"current_steps": 47, "total_steps": 154, "loss": 0.2963, "lr": 1.77571129070442e-05, "epoch": 0.3051948051948052, "percentage": 30.52, "elapsed_time": "0:47:52", "remaining_time": "1:48:58"} | |
| {"current_steps": 48, "total_steps": 154, "loss": 0.2917, "lr": 1.761144712408965e-05, "epoch": 0.3116883116883117, "percentage": 31.17, "elapsed_time": "0:48:25", "remaining_time": "1:46:55"} | |
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| {"current_steps": 50, "total_steps": 154, "loss": 0.4223, "lr": 1.730835964278124e-05, "epoch": 0.3246753246753247, "percentage": 32.47, "elapsed_time": "0:49:35", "remaining_time": "1:43:08"} | |
| {"current_steps": 50, "total_steps": 154, "eval_loss": 0.27618616819381714, "epoch": 0.3246753246753247, "percentage": 32.47, "elapsed_time": "0:54:48", "remaining_time": "1:53:59"} | |
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| {"current_steps": 52, "total_steps": 154, "loss": 0.2779, "lr": 1.699012447007882e-05, "epoch": 0.33766233766233766, "percentage": 33.77, "elapsed_time": "0:55:58", "remaining_time": "1:49:47"} | |
| {"current_steps": 53, "total_steps": 154, "loss": 0.3014, "lr": 1.6825531432186545e-05, "epoch": 0.34415584415584416, "percentage": 34.42, "elapsed_time": "0:56:33", "remaining_time": "1:47:46"} | |
| {"current_steps": 54, "total_steps": 154, "loss": 0.2863, "lr": 1.6657401196974405e-05, "epoch": 0.35064935064935066, "percentage": 35.06, "elapsed_time": "0:57:07", "remaining_time": "1:45:47"} | |
| {"current_steps": 55, "total_steps": 154, "loss": 0.3328, "lr": 1.648582089462756e-05, "epoch": 0.35714285714285715, "percentage": 35.71, "elapsed_time": "0:57:40", "remaining_time": "1:43:48"} | |
| {"current_steps": 56, "total_steps": 154, "loss": 0.2914, "lr": 1.631087944326053e-05, "epoch": 0.36363636363636365, "percentage": 36.36, "elapsed_time": "0:58:12", "remaining_time": "1:41:52"} | |
| {"current_steps": 57, "total_steps": 154, "loss": 0.274, "lr": 1.6132667502837164e-05, "epoch": 0.37012987012987014, "percentage": 37.01, "elapsed_time": "0:58:47", "remaining_time": "1:40:03"} | |
| {"current_steps": 58, "total_steps": 154, "loss": 0.2805, "lr": 1.59512774281879e-05, "epoch": 0.37662337662337664, "percentage": 37.66, "elapsed_time": "0:59:22", "remaining_time": "1:38:16"} | |
| {"current_steps": 59, "total_steps": 154, "loss": 0.2961, "lr": 1.5766803221148676e-05, "epoch": 0.38311688311688313, "percentage": 38.31, "elapsed_time": "0:59:57", "remaining_time": "1:36:32"} | |
| {"current_steps": 60, "total_steps": 154, "loss": 0.2854, "lr": 1.5579340481846338e-05, "epoch": 0.38961038961038963, "percentage": 38.96, "elapsed_time": "1:00:31", "remaining_time": "1:34:49"} | |
| {"current_steps": 60, "total_steps": 154, "eval_loss": 0.2876938581466675, "epoch": 0.38961038961038963, "percentage": 38.96, "elapsed_time": "1:05:45", "remaining_time": "1:43:00"} | |
| {"current_steps": 61, "total_steps": 154, "loss": 0.2868, "lr": 1.538898635915576e-05, "epoch": 0.3961038961038961, "percentage": 39.61, "elapsed_time": "1:06:17", "remaining_time": "1:41:03"} | |
| {"current_steps": 62, "total_steps": 154, "loss": 0.2834, "lr": 1.5195839500354337e-05, "epoch": 0.4025974025974026, "percentage": 40.26, "elapsed_time": "1:06:52", "remaining_time": "1:39:14"} | |
| {"current_steps": 63, "total_steps": 154, "loss": 0.3043, "lr": 1.5000000000000002e-05, "epoch": 0.4090909090909091, "percentage": 40.91, "elapsed_time": "1:07:24", "remaining_time": "1:37:21"} | |
| {"current_steps": 64, "total_steps": 154, "loss": 0.2768, "lr": 1.4801569348059158e-05, "epoch": 0.4155844155844156, "percentage": 41.56, "elapsed_time": "1:07:59", "remaining_time": "1:35:36"} | |
| {"current_steps": 65, "total_steps": 154, "loss": 0.3204, "lr": 1.4600650377311523e-05, "epoch": 0.42207792207792205, "percentage": 42.21, "elapsed_time": "1:08:32", "remaining_time": "1:33:50"} | |
| {"current_steps": 66, "total_steps": 154, "loss": 0.3214, "lr": 1.4397347210059059e-05, "epoch": 0.42857142857142855, "percentage": 42.86, "elapsed_time": "1:09:06", "remaining_time": "1:32:08"} | |
| {"current_steps": 67, "total_steps": 154, "loss": 0.2784, "lr": 1.4191765204166643e-05, "epoch": 0.43506493506493504, "percentage": 43.51, "elapsed_time": "1:09:41", "remaining_time": "1:30:29"} | |
| {"current_steps": 68, "total_steps": 154, "loss": 0.2822, "lr": 1.3984010898462417e-05, "epoch": 0.44155844155844154, "percentage": 44.16, "elapsed_time": "1:10:14", "remaining_time": "1:28:49"} | |
| {"current_steps": 69, "total_steps": 154, "loss": 0.2797, "lr": 1.3774191957526144e-05, "epoch": 0.44805194805194803, "percentage": 44.81, "elapsed_time": "1:10:48", "remaining_time": "1:27:13"} | |
| {"current_steps": 70, "total_steps": 154, "loss": 0.2908, "lr": 1.356241711589417e-05, "epoch": 0.45454545454545453, "percentage": 45.45, "elapsed_time": "1:11:21", "remaining_time": "1:25:38"} | |
| {"current_steps": 70, "total_steps": 154, "eval_loss": 0.3327561318874359, "epoch": 0.45454545454545453, "percentage": 45.45, "elapsed_time": "1:16:34", "remaining_time": "1:31:53"} | |
| {"current_steps": 71, "total_steps": 154, "loss": 0.3395, "lr": 1.3348796121709862e-05, "epoch": 0.461038961038961, "percentage": 46.1, "elapsed_time": "1:17:09", "remaining_time": "1:30:11"} | |
| {"current_steps": 72, "total_steps": 154, "loss": 0.3008, "lr": 1.3133439679848824e-05, "epoch": 0.4675324675324675, "percentage": 46.75, "elapsed_time": "1:17:44", "remaining_time": "1:28:32"} | |
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