Instructions to use flyingfishinwater/good_and_small_models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use flyingfishinwater/good_and_small_models with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf flyingfishinwater/good_and_small_models:Q4_K_M # Run inference directly in the terminal: llama cli -hf flyingfishinwater/good_and_small_models:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf flyingfishinwater/good_and_small_models:Q4_K_M # Run inference directly in the terminal: llama cli -hf flyingfishinwater/good_and_small_models:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf flyingfishinwater/good_and_small_models:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf flyingfishinwater/good_and_small_models:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf flyingfishinwater/good_and_small_models:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf flyingfishinwater/good_and_small_models:Q4_K_M
Use Docker
docker model run hf.co/flyingfishinwater/good_and_small_models:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use flyingfishinwater/good_and_small_models with Ollama:
ollama run hf.co/flyingfishinwater/good_and_small_models:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use flyingfishinwater/good_and_small_models with Docker Model Runner:
docker model run hf.co/flyingfishinwater/good_and_small_models:Q4_K_M
- Lemonade
How to use flyingfishinwater/good_and_small_models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull flyingfishinwater/good_and_small_models:Q4_K_M
Run and chat with the model
lemonade run user.good_and_small_models-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Update README.md
Browse files
README.md
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# Llama3 8B
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Llama 3 is the latest and most advanced LLM trained over 15T tokens, which improves its comprehension and handling of complex language nuances. It features an extended context window of 8k tokens allowing the model to access more information from lengthy passages for more informed decision-making.
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**Add EOS Token:** No
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**Parse Special Tokens:** Yes
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---
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license: apache-2.0
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---
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# Financial GPT
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FinGPT is deeply committed to fostering an open-source ecosystem dedicated to Financial Large Language Models (FinLLMs). FinGPT envisions democratizing access to both financial data and FinLLMs. It stands as an emblem of untapped potential within open finance, aspiring to be a significant catalyst stimulating innovation and refinement within the financial domain. Note: Nothing herein is financial advice, and NOT a recommendation to trade real money
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**Model Intention:** It's a professional stock market analyst. It can provide an analysis and prediction for the companies' stock price movement for the upcoming weeks. Note: Nothing herein is financial advice, and NOT a recommendation to trade real money
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**Model URL:** [https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/FinGPT-7B-Q3_K_M.gguf?download=true](https://huggingface.co/flyingfishinwater/good_and_small_models/resolve/main/FinGPT-7B-Q3_K_M.gguf?download=true)
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**Model Info URL:** [https://huggingface.co/FinGPT/fingpt-forecaster_dow30_llama2-7b_lora](https://huggingface.co/FinGPT/fingpt-forecaster_dow30_llama2-7b_lora)
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**Model License:** [License Info](https://llama.meta.com/llama3/license/)
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**Model Description:** FinGPT is deeply committed to fostering an open-source ecosystem dedicated to Financial Large Language Models (FinLLMs). FinGPT envisions democratizing access to both financial data and FinLLMs. It stands as an emblem of untapped potential within open finance, aspiring to be a significant catalyst stimulating innovation and refinement within the financial domain. Note: Nothing herein is financial advice, and NOT a recommendation to trade real money
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**Developer:** [https://ai4finance.org/](https://ai4finance.org/)
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**File Size:** 3310 MB
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**Context Length:** 2048 tokens
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**Prompt Format:**
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```
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<s>[INST]<<SYS>>{{system_prompt}}<</SYS>>{{prompt}}[/INST]</s>
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```
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**Template Name:** llama
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**Add BOS Token:** Yes
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**Add EOS Token:** No
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**Parse Special Tokens:** Yes
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---
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# Llama3 8B
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Llama 3 is the latest and most advanced LLM trained over 15T tokens, which improves its comprehension and handling of complex language nuances. It features an extended context window of 8k tokens allowing the model to access more information from lengthy passages for more informed decision-making.
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**Add EOS Token:** No
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**Parse Special Tokens:** Yes
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