add gigax npc-llm-3_8B model in gguf format
Browse files- .gitattributes +1 -0
- README.md +141 -0
- npc-llm-3_8B.gguf +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
*.gguf filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,141 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
language:
|
4 |
+
- en
|
5 |
+
---
|
6 |
+
# NPC Model
|
7 |
+
|
8 |
+
This repo contains the domain-specific NPC model we've fined-tuned from **Phi-3**, using LoRA.
|
9 |
+
|
10 |
+
This model parses a text description of a game scene, and outputs commands like:
|
11 |
+
* `say <player1> "Hello Adventurer, care to join me on a quest?`
|
12 |
+
* `greet <player1>`
|
13 |
+
* `attack <player1>`
|
14 |
+
* Any other `<action> <param>` you add to the prompt! (We call these "skills"!)
|
15 |
+
|
16 |
+
|
17 |
+
⚠️ This model has been trained to **overfit** on our input prompt format. Follow it closely to reach optimal performance ⚠️
|
18 |
+
|
19 |
+
|
20 |
+
## Usage
|
21 |
+
|
22 |
+
**Make your life easier, use our [Python client library](https://github.com/GigaxGames/gigax)**
|
23 |
+
|
24 |
+
* Instantiating the model using outlines:
|
25 |
+
```py
|
26 |
+
from outlines import models
|
27 |
+
from gigax.step import NPCStepper
|
28 |
+
from llama_cpp import Llama
|
29 |
+
|
30 |
+
# Download model from the Hugging Face Gigax Hub before run this code
|
31 |
+
|
32 |
+
# Our stepper takes in a Outlines model to enable guided generation
|
33 |
+
# This forces the model to follow our output format
|
34 |
+
model = Llama(
|
35 |
+
model_path="./path/to/model/npc-llm-3_8B.gguf",
|
36 |
+
# n_gpu_layers=-1, # Uncomment to use GPU acceleration
|
37 |
+
)
|
38 |
+
|
39 |
+
# Instantiate a stepper: handles prompting + output parsing
|
40 |
+
stepper = NPCStepper(model=model)
|
41 |
+
```
|
42 |
+
|
43 |
+
* Calling the model on your game's data:
|
44 |
+
|
45 |
+
```py
|
46 |
+
from gigax.parse import CharacterAction
|
47 |
+
from gigax.scene import (
|
48 |
+
Character,
|
49 |
+
Item,
|
50 |
+
Location,
|
51 |
+
ProtagonistCharacter,
|
52 |
+
ProtagonistCharacter,
|
53 |
+
Skill,
|
54 |
+
ParameterType,
|
55 |
+
)
|
56 |
+
# Use sample data
|
57 |
+
current_location = Location(name="Old Town", description="A quiet and peaceful town.")
|
58 |
+
NPCs = [
|
59 |
+
Character(
|
60 |
+
name="John the Brave",
|
61 |
+
description="A fearless warrior",
|
62 |
+
current_location=current_location,
|
63 |
+
)
|
64 |
+
]
|
65 |
+
protagonist = ProtagonistCharacter(
|
66 |
+
name="Aldren",
|
67 |
+
description="Brave and curious",
|
68 |
+
current_location=current_location,
|
69 |
+
memories=["Saved the village", "Lost a friend"],
|
70 |
+
quests=["Find the ancient artifact", "Defeat the evil warlock"],
|
71 |
+
skills=[
|
72 |
+
Skill(
|
73 |
+
name="Attack",
|
74 |
+
description="Deliver a powerful blow",
|
75 |
+
parameter_types=[ParameterType.character],
|
76 |
+
)
|
77 |
+
],
|
78 |
+
psychological_profile="Determined and compassionate",
|
79 |
+
)
|
80 |
+
items = [Item(name="Sword", description="A sharp blade")]
|
81 |
+
events = [
|
82 |
+
CharacterAction(
|
83 |
+
command="Say",
|
84 |
+
protagonist=protagonist,
|
85 |
+
parameters=[items[0], "What a fine sword!"],
|
86 |
+
)
|
87 |
+
]
|
88 |
+
|
89 |
+
action = stepper.get_action(
|
90 |
+
context=context,
|
91 |
+
locations=locations,
|
92 |
+
NPCs=NPCs,
|
93 |
+
protagonist=protagonist,
|
94 |
+
items=items,
|
95 |
+
events=events,
|
96 |
+
)
|
97 |
+
```
|
98 |
+
|
99 |
+
## Input prompt
|
100 |
+
|
101 |
+
Here's a sample input prompt, showing you the format on which the model has been trained:
|
102 |
+
```txt
|
103 |
+
- WORLD KNOWLEDGE: A vast open world full of mystery and adventure.
|
104 |
+
- KNOWN LOCATIONS: Old Town
|
105 |
+
- NPCS: John the Brave
|
106 |
+
- CURRENT LOCATION: Old Town: A quiet and peaceful town.
|
107 |
+
- CURRENT LOCATION ITEMS: Sword
|
108 |
+
- LAST EVENTS:
|
109 |
+
Aldren: Say Sword What a fine sword!
|
110 |
+
- PROTAGONIST NAME: Aldren
|
111 |
+
- PROTAGONIST PSYCHOLOGICAL PROFILE: Brave and curious
|
112 |
+
- PROTAGONIST MEMORIES:
|
113 |
+
Saved the village
|
114 |
+
Lost a friend
|
115 |
+
- PROTAGONIST PENDING QUESTS:
|
116 |
+
Find the ancient artifact
|
117 |
+
Defeat the evil warlock
|
118 |
+
- PROTAGONIST ALLOWED ACTIONS:
|
119 |
+
Attack <character> : Deliver a powerful blow
|
120 |
+
Aldren:
|
121 |
+
```
|
122 |
+
|
123 |
+
### 🤗 We are currently working hard on training on the latest SoTA models (Phi-3, LLama, etc.), and on better data ! 🤗
|
124 |
+
|
125 |
+
|
126 |
+
## Model info
|
127 |
+
|
128 |
+
- **Developed by:** Gigax
|
129 |
+
- **Language(s) (NLP):** English
|
130 |
+
- **Finetuned from model [optional]:** [Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct)
|
131 |
+
- **Contact:** Join our [Discord](https://discord.gg/xES2Z8X4J6) for info, help, and more!
|
132 |
+
|
133 |
+
## How to Cite
|
134 |
+
|
135 |
+
```bibtex
|
136 |
+
@misc{NPC-LLM-3_8B,
|
137 |
+
url={[https://huggingface.co/Gigax/NPC-LLM-7B](https://huggingface.co/Gigax/NPC-LLM-3_8B)},
|
138 |
+
title={NPC-LLM-3_8B},
|
139 |
+
author={Gigax team}
|
140 |
+
}
|
141 |
+
```
|
npc-llm-3_8B.gguf
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0524856a51fe249c8f7a2263164aba9e24d5f69d2f5987070d939ad6e673a3d1
|
3 |
+
size 7643295968
|