Instructions to use tensorblock/TinySolar-248m-4k-py-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use tensorblock/TinySolar-248m-4k-py-GGUF 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 tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K
# Run inference directly in the terminal:
llama cli -hf tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K
# Run inference directly in the terminal:
llama cli -hf tensorblock/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-GGUF:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf tensorblock/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-GGUF:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K

Use Docker

docker model run hf.co/tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K

LM Studio
Jan
Ollama
How to use tensorblock/TinySolar-248m-4k-py-GGUF with Ollama:
```
ollama run hf.co/tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K
```

Unsloth Studio

How to use tensorblock/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-GGUF to start chatting

Docker Model Runner
How to use tensorblock/TinySolar-248m-4k-py-GGUF with Docker Model Runner:
```
docker model run hf.co/tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K
```

Lemonade

How to use tensorblock/TinySolar-248m-4k-py-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tensorblock/TinySolar-248m-4k-py-GGUF:Q2_K

Run and chat with the model

lemonade run user.TinySolar-248m-4k-py-GGUF-Q2_K

List all available models

lemonade list

Atomic Chat

morriszms commited on Jan 27

Commit

40e4002

verified ·

1 Parent(s): 707857f

Remove .gguf files (keep Q2_K.gguf)

Browse files

Files changed (11) hide show

TinySolar-248m-4k-py-Q3_K_L.gguf +0 -3
TinySolar-248m-4k-py-Q3_K_M.gguf +0 -3
TinySolar-248m-4k-py-Q3_K_S.gguf +0 -3
TinySolar-248m-4k-py-Q4_0.gguf +0 -3
TinySolar-248m-4k-py-Q4_K_M.gguf +0 -3
TinySolar-248m-4k-py-Q4_K_S.gguf +0 -3
TinySolar-248m-4k-py-Q5_0.gguf +0 -3
TinySolar-248m-4k-py-Q5_K_M.gguf +0 -3
TinySolar-248m-4k-py-Q5_K_S.gguf +0 -3
TinySolar-248m-4k-py-Q6_K.gguf +0 -3
TinySolar-248m-4k-py-Q8_0.gguf +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:efd28ba42f962cb83d5636b890a90c4429af48eebbcabf792d13aa10537f6090
-size 137215488

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bec0762e4a2075a7ca782f7d18c4f847d189fade87644c7b6cfa02a6a1665716
-size 129023488

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ac14b4e538a54fab5e75aa66709b35300663c886c7fc30d87f6ae7e1d2f3272d
-size 120184320

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a4a7db69d7f195a63e868f6102eb2975666d7635fa23da08239e5d62dd85dafc
-size 148768256

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:25db42f74e0e274053b5ea110c0b749acd9353c2b632a20ea8938c378b84bbd8
-size 155661824