Instructions to use changjunlee/test with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use changjunlee/test with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="changjunlee/test",
	filename="LMT-60-1.7B-Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use changjunlee/test 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 changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf changjunlee/test:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf changjunlee/test: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 changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf changjunlee/test: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 changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf changjunlee/test:Q4_K_M

Use Docker

docker model run hf.co/changjunlee/test:Q4_K_M

LM Studio
Jan
Ollama
How to use changjunlee/test with Ollama:
```
ollama run hf.co/changjunlee/test:Q4_K_M
```

Unsloth Studio

How to use changjunlee/test 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 changjunlee/test 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 changjunlee/test to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for changjunlee/test to start chatting

How to use changjunlee/test with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf changjunlee/test:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "changjunlee/test:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use changjunlee/test with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf changjunlee/test:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default changjunlee/test:Q4_K_M

Run Hermes

hermes

Atomic Chat new
Docker Model Runner
How to use changjunlee/test with Docker Model Runner:
```
docker model run hf.co/changjunlee/test:Q4_K_M
```

Lemonade

How to use changjunlee/test with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull changjunlee/test:Q4_K_M

Run and chat with the model

lemonade run user.test-Q4_K_M

List all available models

lemonade list

changjunlee commited on May 20

Commit

6a22769

verified ·

1 Parent(s): 7e09e9a

Add CoreML translation artifact

Browse files

Files changed (33) hide show

translation-v1-coreml/chunk_a.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/chunk_a.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/chunk_a.mlmodelc/model.mil +0 -0
translation-v1-coreml/chunk_a.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/chunk_b.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/chunk_b.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/chunk_b.mlmodelc/model.mil +0 -0
translation-v1-coreml/chunk_b.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/chunk_c.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/chunk_c.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/chunk_c.mlmodelc/model.mil +0 -0
translation-v1-coreml/chunk_c.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/chunk_d.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/chunk_d.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/chunk_d.mlmodelc/model.mil +0 -0
translation-v1-coreml/chunk_d.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/embed_weight.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/model.mil +0 -0
translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/model.mil +0 -0
translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/model.mil +0 -0
translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/weights/weight.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/analytics/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/coremldata.bin +3 -0
translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/model.mil +0 -0
translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/weights/weight.bin +3 -0

translation-v1-coreml/chunk_a.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:c93cdfa182beb7618ca8d13d732762fec5e31333cec062d3e09a5ac653f9c331
+size 243

translation-v1-coreml/chunk_a.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:c5b45e519460fe548b37ba30d4192ec92bc97490d285b0fc38aa22151971af72
+size 657

translation-v1-coreml/chunk_a.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/chunk_a.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d63f97d52d7049c66ccad5d2b3f3599bd71e834cde80813e662a5cf8e09fd8db
+size 385983744

translation-v1-coreml/chunk_b.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9ac908dbf31eeeb3ee48504bf66764b9fbfd2bf4a0576af25c056e8c9e9cb572
+size 243

translation-v1-coreml/chunk_b.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:efc64dcd7635065e467fef11a7e55c312177bf4cac06ed7844f0f0f217250de6
+size 657

translation-v1-coreml/chunk_b.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/chunk_b.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:609ee8898c73d49da2a3e2695158290828b2be7a172b58db02c10593507e793e
+size 385983744

translation-v1-coreml/chunk_c.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2ddd89b28e3342406f8b1c633a09cfb8b1940d558fa3ad653057506afa30e488
+size 243

translation-v1-coreml/chunk_c.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:da7be0af1b01009c6810abd53b5d4cb5accf9ca5f069144fdf30b0d6fcc4f770
+size 657

translation-v1-coreml/chunk_c.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/chunk_c.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:7318de4d4048fa8ed0b20eefe56c5eb80208564ded24eef7d373304bc7fcc24c
+size 385983744

translation-v1-coreml/chunk_d.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4a2b2d96731732cf770506a55fa0ae972e5f6121e00e37616b867c1c98f52911
+size 243

translation-v1-coreml/chunk_d.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:e5edb3cf0913be60c34e34c6deb5e552896b9bdaa7cd09b64040e6e0c6ae843d
+size 658

translation-v1-coreml/chunk_d.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/chunk_d.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:df70b452148449267caf4bb5480164a7213a3860d41f3f90dc5a7a851660b13e
+size 633423808

translation-v1-coreml/embed_weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:f43242cbed41a0e3d3d7eab116f66c3c0e69802fdc5d4007307242e6802e326b
+size 494870528

translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2cc645db3d1a2496e5df67fc843bde9d7c72b6eec23fc891f7fd57eb5fe0e588
+size 243

translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b10a65a6df8b68b613750eeb99bffee6d86d5ec3529bfed35694216f7938be61
+size 696

translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/prefill_T32/chunk_a.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:a0c0a0a62361283b46e666e4483738045edfe0cc5f417034e36df1955e2c9915
+size 385992128

translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:692b81df41537935fe457204138ad9879fe164719f4debadc0ca4b884a0cc096
+size 243

translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:6645c61619a52cb03233ca7f63442d8b747b3f859b70911bb2118784bb7a3d5c
+size 696

translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/prefill_T32/chunk_b.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2a68b054dfb9c67cd8ccb98ccc9caa238704be9537f19b0005d28293adaaaf3c
+size 385992128

translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d1ba765820909475b6fca8e2955f676ea4f7eb4b3e6f631c8af30501c89e4a45
+size 243

translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:916803949c5f9ed23a6d288954a063b769e3058e717d9ced93c8a6d2139c7c2c
+size 696

translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/prefill_T32/chunk_c.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:61758e6453e5ea47fcb76e803fe118756dc07b70838eb3db1c99583b26446d0e
+size 385992128

translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/analytics/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:c8f442281ec453e47d0bae38e52c2b11ddaf46e1583ae8e44ec7ff26d2db6d8f
+size 243

translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/coremldata.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d5f4e10b52d2d1157749e3a8e85cf0f3a4add272c67d20e9ab0854889bdba283
+size 697

translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/model.mil ADDED Viewed

The diff for this file is too large to render. See raw diff

translation-v1-coreml/prefill_T32/chunk_d.mlmodelc/weights/weight.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:47e6e78efad0928635efb55171a07441580281ccf1c57d2dcca5cceceef3afe4
+size 633432192