Instructions to use llmware/bling-phi-2-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use llmware/bling-phi-2-gguf with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("llmware/bling-phi-2-gguf", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use llmware/bling-phi-2-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 llmware/bling-phi-2-gguf
# Run inference directly in the terminal:
llama cli -hf llmware/bling-phi-2-gguf

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf llmware/bling-phi-2-gguf
# Run inference directly in the terminal:
llama cli -hf llmware/bling-phi-2-gguf

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 llmware/bling-phi-2-gguf
# Run inference directly in the terminal:
./llama-cli -hf llmware/bling-phi-2-gguf

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 llmware/bling-phi-2-gguf
# Run inference directly in the terminal:
./build/bin/llama-cli -hf llmware/bling-phi-2-gguf

Use Docker

docker model run hf.co/llmware/bling-phi-2-gguf

LM Studio
Jan
Ollama
How to use llmware/bling-phi-2-gguf with Ollama:
```
ollama run hf.co/llmware/bling-phi-2-gguf
```

Unsloth Studio

How to use llmware/bling-phi-2-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 llmware/bling-phi-2-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 llmware/bling-phi-2-gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for llmware/bling-phi-2-gguf to start chatting

Docker Model Runner
How to use llmware/bling-phi-2-gguf with Docker Model Runner:
```
docker model run hf.co/llmware/bling-phi-2-gguf
```

Lemonade

How to use llmware/bling-phi-2-gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull llmware/bling-phi-2-gguf

Run and chat with the model

lemonade run user.bling-phi-2-gguf-{{QUANT_TAG}}

List all available models

lemonade list

Atomic Chat

doberst commited on Mar 2, 2024

Commit

ee813c2

verified ·

1 Parent(s): a612dba

Upload config.json

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Files changed (1) hide show

config.json +34 -0

config.json ADDED Viewed

	@@ -0,0 +1,34 @@

+{
+  "_name_or_path": "microsoft/phi-2",
+  "architectures": [
+    "PhiForCausalLM"
+  ],
+  "auto_map": {
+    "AutoConfig": "configuration_phi.PhiConfig",
+    "AutoModelForCausalLM": "modeling_phi.PhiForCausalLM"
+  },
+  "attention_dropout": 0.0,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 50256,
+  "hidden_act": "gelu_new",
+  "hidden_size": 2560,
+  "initializer_range": 0.02,
+  "intermediate_size": 10240,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 2048,
+  "model_type": "phi",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "partial_rotary_factor": 0.4,
+  "qk_layernorm": false,
+  "resid_pdrop": 0.1,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.37.0",
+  "use_cache": true,
+  "vocab_size": 51200
+}