Instructions to use sriram882004/SQL-Socratic-Models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sriram882004/SQL-Socratic-Models with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="sriram882004/SQL-Socratic-Models",
	filename="gemma2/gemma2_9b__fft__base__masked/gguf/gemma2_9b__fft__base__masked_q8_0.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use sriram882004/SQL-Socratic-Models with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sriram882004/SQL-Socratic-Models:Q8_0
# Run inference directly in the terminal:
llama-cli -hf sriram882004/SQL-Socratic-Models:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sriram882004/SQL-Socratic-Models:Q8_0
# Run inference directly in the terminal:
llama-cli -hf sriram882004/SQL-Socratic-Models:Q8_0

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 sriram882004/SQL-Socratic-Models:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf sriram882004/SQL-Socratic-Models:Q8_0

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 sriram882004/SQL-Socratic-Models:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf sriram882004/SQL-Socratic-Models:Q8_0

Use Docker

docker model run hf.co/sriram882004/SQL-Socratic-Models:Q8_0

LM Studio
Jan
Ollama
How to use sriram882004/SQL-Socratic-Models with Ollama:
```
ollama run hf.co/sriram882004/SQL-Socratic-Models:Q8_0
```

Unsloth Studio new

How to use sriram882004/SQL-Socratic-Models with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for sriram882004/SQL-Socratic-Models to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for sriram882004/SQL-Socratic-Models to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for sriram882004/SQL-Socratic-Models to start chatting

Docker Model Runner
How to use sriram882004/SQL-Socratic-Models with Docker Model Runner:
```
docker model run hf.co/sriram882004/SQL-Socratic-Models:Q8_0
```

Lemonade

How to use sriram882004/SQL-Socratic-Models with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sriram882004/SQL-Socratic-Models:Q8_0

Run and chat with the model

lemonade run user.SQL-Socratic-Models-Q8_0

List all available models

lemonade list

SQL-Socratic-Models / .gitattributes

sriram882004

Upload FFT folder gemma2_9b__fft__instruct__unmasked

b13a220 verified 8 days ago

raw

history blame contribute delete

9.87 kB

	*.7z filter=lfs diff=lfs merge=lfs -text
	*.arrow filter=lfs diff=lfs merge=lfs -text
	*.bin filter=lfs diff=lfs merge=lfs -text
	*.bz2 filter=lfs diff=lfs merge=lfs -text
	*.ckpt filter=lfs diff=lfs merge=lfs -text
	*.ftz filter=lfs diff=lfs merge=lfs -text
	*.gz filter=lfs diff=lfs merge=lfs -text
	*.h5 filter=lfs diff=lfs merge=lfs -text
	*.joblib filter=lfs diff=lfs merge=lfs -text
	.lfs. filter=lfs diff=lfs merge=lfs -text
	*.mlmodel filter=lfs diff=lfs merge=lfs -text
	*.model filter=lfs diff=lfs merge=lfs -text
	*.msgpack filter=lfs diff=lfs merge=lfs -text
	*.npy filter=lfs diff=lfs merge=lfs -text
	*.npz filter=lfs diff=lfs merge=lfs -text
	*.onnx filter=lfs diff=lfs merge=lfs -text
	*.ot filter=lfs diff=lfs merge=lfs -text
	*.parquet filter=lfs diff=lfs merge=lfs -text
	*.pb filter=lfs diff=lfs merge=lfs -text
	*.pickle filter=lfs diff=lfs merge=lfs -text
	*.pkl filter=lfs diff=lfs merge=lfs -text
	*.pt filter=lfs diff=lfs merge=lfs -text
	*.pth filter=lfs diff=lfs merge=lfs -text
	*.rar filter=lfs diff=lfs merge=lfs -text
	*.safetensors filter=lfs diff=lfs merge=lfs -text
	saved_model/*/ filter=lfs diff=lfs merge=lfs -text
	.tar. filter=lfs diff=lfs merge=lfs -text
	*.tar filter=lfs diff=lfs merge=lfs -text
	*.tflite filter=lfs diff=lfs merge=lfs -text
	*.tgz filter=lfs diff=lfs merge=lfs -text
	*.wasm filter=lfs diff=lfs merge=lfs -text
	*.xz filter=lfs diff=lfs merge=lfs -text
	*.zip filter=lfs diff=lfs merge=lfs -text
	*.zst filter=lfs diff=lfs merge=lfs -text
	tfevents filter=lfs diff=lfs merge=lfs -text
	phi3/phi3_4k__fft__base__masked__25/gguf/phi3_4k__fft__base__masked__25_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	phi3/phi3_4k__fft__base__masked__50/gguf/phi3_4k__fft__base__masked__50_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/awq/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/gguf/gemma2_9b__fft__base__masked_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/merged/checkpoint-200/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/merged/checkpoint-300/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/merged/checkpoint-400/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__masked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__masked/gguf/qwen25-7b-f16.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__masked/merged/checkpoint-1500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__masked/merged/checkpoint-1626/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__masked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/awq/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/gguf/gemma2_9b__fft__base__unmasked_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/merged/checkpoint-200/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/merged/checkpoint-400/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/merged/checkpoint-500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__base__unmasked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/docs/android/imported-into-android-studio.jpg filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/docs/development/llama-star/idea-arch.key filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/gguf-py/gguf/__pycache__/constants.cpython-311.pyc filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/gguf-py/gguf/__pycache__/gguf_writer.cpython-311.pyc filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/gguf-py/gguf/__pycache__/quants.cpython-311.pyc filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/media/llama0-banner.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/media/llama0-logo.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/media/matmul.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-aquila.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-baichuan.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-bert-bge.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-command-r.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-deepseek-coder.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-deepseek-llm.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-falcon.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-gpt-2.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-gpt-neox.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-llama-bpe.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-llama-spm.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-mpt.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-nomic-bert-moe.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-phi-3.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-qwen2.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-refact.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/models/ggml-vocab-starcoder.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/mtmd/test-1.jpeg filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/mtmd/test-2.mp3 filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/server/themes/buttons-top/buttons_top.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/server/themes/wild/llamapattern.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/server/themes/wild/wild.png filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/server/webui/tests/stories/fixtures/assets/beautiful-flowers-lotus.webp filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/gguf/llama.cpp/tools/server/webui/tests/stories/fixtures/assets/example.pdf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/merged/checkpoint-1500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/merged/checkpoint-1626/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__base__unmasked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	phi3/phi3_4k__fft__instruct__masked__75/gguf/phi3_4k__fft__instruct__masked__75_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__masked/merged/checkpoint-1500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__masked/merged/checkpoint-1626/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__masked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/awq/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/gguf/gemma2_9b__fft__instruct__masked_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/merged/checkpoint-200/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/merged/checkpoint-300/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/merged/checkpoint-400/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__masked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__unmasked/merged/checkpoint-1500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__unmasked/merged/checkpoint-1626/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	qwen25/qwen25_7b__fft__instruct__unmasked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/awq/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/gguf/gemma2_9b__fft__instruct__unmasked_q8_0.gguf filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/merged/checkpoint-200/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/merged/checkpoint-400/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/merged/checkpoint-500/tokenizer.json filter=lfs diff=lfs merge=lfs -text
	gemma2/gemma2_9b__fft__instruct__unmasked/merged/tokenizer.json filter=lfs diff=lfs merge=lfs -text