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

sriram882004 commited on 10 days ago

Commit

a25579f

verified ·

1 Parent(s): 441a37b

Upload FFT folder phi3_4kfftinstructunmasked75

Browse files

Files changed (1) hide show

phi3/phi3_4k__fft__instruct__unmasked__75/TRAINING_TAGS.json +19 -0

phi3/phi3_4k__fft__instruct__unmasked__75/TRAINING_TAGS.json ADDED Viewed

	@@ -0,0 +1,19 @@

+{
+  "variant_name": "phi3_4k__fft__instruct__unmasked__75",
+  "model_id": "microsoft/Phi-3-mini-4k-instruct",
+  "method": "fft",
+  "is_instruct": true,
+  "loss_mode": "unmasked",
+  "max_length": 2048,
+  "epochs": 3,
+  "lr": 2e-05,
+  "bs": 2,
+  "grad_accum": 4,
+  "train_size": 4119,
+  "val_size": 217,
+  "outputs": {
+    "merged": "./outputs_phi3/phi3_4k__fft__instruct__unmasked__75/merged",
+    "gguf": "./outputs_phi3/phi3_4k__fft__instruct__unmasked__75/gguf  \u2190 LM Studio",
+    "awq": "./outputs_phi3/phi3_4k__fft__instruct__unmasked__75/awq  \u2190 vLLM"
+  }
+}

Upload FFT folder phi3_4k__fft__instruct__unmasked__75

Upload FFT folder phi3_4kfftinstructunmasked75