Instructions to use tensorblock/semcoder_s-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tensorblock/semcoder_s-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tensorblock/semcoder_s-GGUF",
	filename="semcoder_s-Q2_K.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 tensorblock/semcoder_s-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/semcoder_s-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/semcoder_s-GGUF:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tensorblock/semcoder_s-GGUF:Q2_K
# Run inference directly in the terminal:
llama-cli -hf tensorblock/semcoder_s-GGUF:Q2_K

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 tensorblock/semcoder_s-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/semcoder_s-GGUF:Q2_K

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 tensorblock/semcoder_s-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/semcoder_s-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/semcoder_s-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/semcoder_s-GGUF with Ollama:
```
ollama run hf.co/tensorblock/semcoder_s-GGUF:Q2_K
```

Unsloth Studio new

How to use tensorblock/semcoder_s-GGUF 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 tensorblock/semcoder_s-GGUF 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 tensorblock/semcoder_s-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tensorblock/semcoder_s-GGUF to start chatting

Docker Model Runner
How to use tensorblock/semcoder_s-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/semcoder_s-GGUF:Q2_K
```

Lemonade

How to use tensorblock/semcoder_s-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/semcoder_s-GGUF:Q2_K

Run and chat with the model

lemonade run user.semcoder_s-GGUF-Q2_K

List all available models

lemonade list

morriszms commited on Jan 27

Commit

3e0048a

verified ·

1 Parent(s): e589435

Remove .gguf files (keep Q2_K.gguf)

Browse files

Files changed (11) hide show

semcoder_s-Q3_K_L.gguf +0 -3
semcoder_s-Q3_K_M.gguf +0 -3
semcoder_s-Q3_K_S.gguf +0 -3
semcoder_s-Q4_0.gguf +0 -3
semcoder_s-Q4_K_M.gguf +0 -3
semcoder_s-Q4_K_S.gguf +0 -3
semcoder_s-Q5_0.gguf +0 -3
semcoder_s-Q5_K_M.gguf +0 -3
semcoder_s-Q5_K_S.gguf +0 -3
semcoder_s-Q6_K.gguf +0 -3
semcoder_s-Q8_0.gguf +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:631f455f21473b013f09f87afa9ff53880d2b57318ec1e70ce1cd64802bc26b1
-size 3598854336

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a687bca2442996bca2757ae2e8ae66caf8a0a6711b9a3e830858a1a64f70fbcf
-size 3299748032

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0248cb308c580d09f506025a7639a59c382d7d3c5b0af36a4926e97558bfd13f
-size 2950047936

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ed4b2c5990328b11a5c616ccefcf87322a2d8622a3d112717c6713f8297a9751
-size 3827689664

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d3836c477bc8a8811cb12459360cdec25f23c29b9a54a99db93728e738fbfe73
-size 4082886848