Instructions to use shumi2011/vtb_codeV1_7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use shumi2011/vtb_codeV1_7b with PEFT:

from peft import PeftModel
from transformers import AutoModelForCausalLM

base_model = AutoModelForCausalLM.from_pretrained("codellama/CodeLlama-7b-hf")
model = PeftModel.from_pretrained(base_model, "shumi2011/vtb_codeV1_7b")

llama-cpp-python

How to use shumi2011/vtb_codeV1_7b with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="shumi2011/vtb_codeV1_7b",
	filename="CodeLlama-7B-hf-F16.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 shumi2011/vtb_codeV1_7b with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf shumi2011/vtb_codeV1_7b:F16
# Run inference directly in the terminal:
llama-cli -hf shumi2011/vtb_codeV1_7b:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf shumi2011/vtb_codeV1_7b:F16
# Run inference directly in the terminal:
llama-cli -hf shumi2011/vtb_codeV1_7b:F16

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 shumi2011/vtb_codeV1_7b:F16
# Run inference directly in the terminal:
./llama-cli -hf shumi2011/vtb_codeV1_7b:F16

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 shumi2011/vtb_codeV1_7b:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf shumi2011/vtb_codeV1_7b:F16

Use Docker

docker model run hf.co/shumi2011/vtb_codeV1_7b:F16

LM Studio
Jan
Ollama
How to use shumi2011/vtb_codeV1_7b with Ollama:
```
ollama run hf.co/shumi2011/vtb_codeV1_7b:F16
```

Unsloth Studio new

How to use shumi2011/vtb_codeV1_7b 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 shumi2011/vtb_codeV1_7b 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 shumi2011/vtb_codeV1_7b to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for shumi2011/vtb_codeV1_7b to start chatting

Docker Model Runner
How to use shumi2011/vtb_codeV1_7b with Docker Model Runner:
```
docker model run hf.co/shumi2011/vtb_codeV1_7b:F16
```

Lemonade

How to use shumi2011/vtb_codeV1_7b with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull shumi2011/vtb_codeV1_7b:F16

Run and chat with the model

lemonade run user.vtb_codeV1_7b-F16

List all available models

lemonade list

shumi2011 commited on Nov 20, 2024

Commit

c61b5ed

verified ·

1 Parent(s): 43073aa

Upload folder using huggingface_hub

Browse files

Files changed (7) hide show

adapter_config.json +29 -0
adapter_model.safetensors +3 -0
generation_config.json +6 -0
special_tokens_map.json +40 -0
tokenizer.json +0 -0
tokenizer.model +3 -0
tokenizer_config.json +91 -0

adapter_config.json ADDED Viewed

	@@ -0,0 +1,29 @@

+{
+  "alpha_pattern": {},
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+  "base_model_name_or_path": "codellama/CodeLlama-7b-hf",
+  "bias": "none",
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+  "megatron_core": "megatron.core",
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+  "target_modules": [
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+  "task_type": "CAUSAL_LM",
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+  "use_rslora": false
+}

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+  "transformers_version": "4.46.2"
+}

special_tokens_map.json ADDED Viewed

	@@ -0,0 +1,40 @@

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+    "▁<EOT>",
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+    "▁<EOT>"
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tokenizer.json ADDED Viewed

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+      "content": "▁<EOT>",
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+    "▁<EOT>",
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+    "▁<MID>",
+    "▁<SUF>",
+    "▁<EOT>"
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+  "eot_token": "▁<EOT>",
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