🐳DeepSeek-R1 Dynamic 1.58-bit

See performance comparison tables for Unsloth's Dynamic GGUF Quants vs Standard IMatrix Quants.

Read our full DeepSeek-R1 blogpost here: unsloth.ai/blog/deepseekr1-dynamic

1-bit (Small) - Dynamic vs. Basic

GGUF Type	Quant	Size (GB)	Seed	Pygame	Background	Accelerate SPACE	Bird shape	Land	Top right score	Pipes	Best Score	Quit	Runnable	Score	Avg Score	Errors	Notes
Dynamic	IQ1_S	131	3407	1	0.5	1	0.5	0.5	1	0.5	1	1	0	7		score =!inc SyntaxError: invalid syntax	Selects random shapes and colors at the start, but doesn't rotate across trials
Dynamic	IQ1_S	131	3408	1	1	0.25	1	0.5	1	0.5	1	1	0	7.25		score =B4 NameError: name 'B4' is not defined	Better - selects pipe colors randomnly, but all are just 1 color - should be different. Dropping to ground fails to reset acceleration.
Dynamic	IQ1_S	131	3409	1	0.5	0.5	0.5	0	1	1	1	1	0	6.5	6.92	score =3D 0 SyntaxError: invalid decimal literal	Too hard to play - acceleration too fast. Pipe colors now are random, but bird shape not changing. Land collison fails.
Basic	IQ1_S	133	3407	0	0	0	0	0	0	0	0	0	0	0		No code	Fully failed. Repeats "with Dark Colurs" forever
Basic	IQ1_S	133	3408	0	0	0	0	0	0	0	0	0	0	0		No code	Fully failed. Repeats "Pygame's" forever
Basic	IQ1_S	133	3409	0	0	0	0	0	0	0	0	0	0	0	0	No code	Fully failed. Repeats "pipe_x = screen_height pipe_x = screen_height pipe_height = screen_height - Pipe_height" forever.

1-bit (Medium) - Dynamic vs. Basic

GGUF Type	Quant	Size (GB)	Seed	Pygame	Background	Accelerate SPACE	Bird shape	Land	Top right score	Pipes	Best Score	Quit	Runnable	Score	Avg Score	Errors	Notes
Dynamic	IQ1_M	158	3407	1	1	0.75	1	1	1	1	1	1	1	9.75		None	A bit fast and hard to play.
Dynamic	IQ1_M	158	3408	1	1	0.5	1	1	1	1	1	1	1	9.5		None	Very good - land should be clearer. Acceleration should be slower.
Dynamic	IQ1_M	158	3409	1	0.5	1	0.5	0.5	1	0.5	1	1	1	8	9.08	None	Background color does not change across trials.Pipes do not touch the top. No land is seen.
Basic	IQ1_M	149	3407	1	0	0	0	0	0	0	0	1	0	2		if game_over: NameError: name 'game_over' is not defined	Fully failed. Black screen only
Basic	IQ1_M	149	3408	1	0	0	0	0	0	0	0	1	0	2		No code	Fully failed. Black screen then closes.
Basic	IQ1_M	149	3409	1	0	0	0	0	0	0	0	0	0	1	1.67	window.fill((100, 100, 255)) Light Blue SyntaxError: invalid syntax && main() NameError: name 'main' is not defined.	Fully failed.

2-bit (Extra extra Small) - Dynamic vs. Basic

GGUF Type	Quant	Size (GB)	Seed	Pygame	Background	Accelerate SPACE	Bird shape	Land	Top right score	Pipes	Best Score	Quit	Runnable	Score	Avg Score	Errors	Notes
Dynamic	IQ2_XXS	183	3407	1	1	0.5	1	1	1	1	1	1	1	9.5		None	Too hard to play - acceleration too slow. Lags
Dynamic	IQ2_XXS	183	3408	1	1	1	1	1	1	0.5	0.5	1	0	8		global best_score SyntaxError: name 'best_score' is assigned to before global declaration	Had to edit 2 lines - remove global best_score, and set pipe_list = []
Dynamic	IQ2_XXS	183	3409	1	1	1	1	1	1	1	1	1	1	10	9.17	None	Extremely good. Even makes pipes have random distances between them.
Basic	IQ2_XXS	175	3407	1	0.5	0.5	0.5	1	0	0.5	1	0	0	5		pipe_color = random.choice([(34, 139, 34), (139, 69, 19), (47, 47, 47)) SyntaxError: closing parenthesis ')' does not match opening parenthesis '[' && pygame.draw.polygon(screen, bird_color, points) ValueError: points argument must contain more than 2 points	Fails quiting. Same color. Collison detection a bit off. No score
Basic	IQ2_XXS	175	3408	1	0.5	0.5	0.5	1	1	0.5	1	0	0	6		pipes.append({'x': SCREEN_WIDTH, 'gap_y': random.randint(50, SCREEN_HEIGHT - 150)) SyntaxError: closing parenthesis ')' does not match opening parenthesis '{'	Acceleration weird. Chooses 1 color per round. Cannot quit.
Basic	IQ2_XXS	175	3409	1	1	1	1	1	1	1	0	0.5	0	7.5	6.17	screen = pygame.display.set_mode((SCREEN_WIDTH, SCREENHEIGHT)) NameError: name 'SCREENHEIGHT' is not defined. Did you mean: 'SCREEN_HEIGHT'?	OK. Colors change. Best score does not update. Quit only ESC not Q.

Dynamic Quantization trial output

IQ1_S code

12KB

inference_UD-IQ1_S_3407.txt

Open

11KB

inference_UD-IQ1_S_3408.txt

Open

10KB

inference_UD-IQ1_S_3409.txt

Open

IQ1_M code

IQ2_XXS code

Non Dynamic Quantization trial output

IQ1_S basic code

25KB

inference_basic-IQ1_S_3407.txt

Open

15KB

inference_basic-IQ1_S_3408.txt

Open

14KB

inference_basic-IQ1_S_3409.txt

Open

IQ1_M basic code

IQ2_XXS basic code