Sam Heutmaker
commited on
Commit
·
079a741
1
Parent(s):
c6c98ee
update readme
Browse files
README.md
CHANGED
|
@@ -66,16 +66,16 @@ FP8 quantization showed no measurable quality degradation compared to bf16 preci
|
|
| 66 |
|
| 67 |
GrassData/ClipTagger-12b delivers frontier-quality performance at a fraction of the cost of closed-source alternatives. Based on typical usage patterns (700 input tokens and 250 output tokens per generation), here's how the costs compare:
|
| 68 |
|
| 69 |
-
| Model | Input Cost/MTok | Output Cost/MTok | Cost per 1M Generations | Cost per Generation |
|
| 70 |
-
|-------|-----------------|------------------|------------------------|-------------------|
|
| 71 |
-
| ClipTagger-12b | $0.30 | $0.50 | $335 | $0.000335 |
|
| 72 |
-
| GPT-4.1 | $3.00 | $12.00 | $5,100 | $0.0051 |
|
| 73 |
-
| Claude 4 Sonnet | $3.00 | $15.00 | $5,850 | $0.00585 |
|
| 74 |
-
|
| 75 |
<img src="./assets/cost.png" alt="Cost Comparison Per 1 Million Generations" width="100%" />
|
| 76 |
|
| 77 |
ClipTagger-12b offers **15x cost savings** compared to GPT-4.1 and **17x cost savings** compared to Claude 4 Sonnet, while maintaining comparable quality metrics.
|
| 78 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 79 |
*Cost calculations based on an average of 700 input tokens and 250 output tokens per generation.
|
| 80 |
|
| 81 |
## Usage
|
|
|
|
| 66 |
|
| 67 |
GrassData/ClipTagger-12b delivers frontier-quality performance at a fraction of the cost of closed-source alternatives. Based on typical usage patterns (700 input tokens and 250 output tokens per generation), here's how the costs compare:
|
| 68 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
<img src="./assets/cost.png" alt="Cost Comparison Per 1 Million Generations" width="100%" />
|
| 70 |
|
| 71 |
ClipTagger-12b offers **15x cost savings** compared to GPT-4.1 and **17x cost savings** compared to Claude 4 Sonnet, while maintaining comparable quality metrics.
|
| 72 |
|
| 73 |
+
| Model | Input Cost/MTok | Output Cost/MTok | Cost per 1M Generations | Cost per Generation |
|
| 74 |
+
| --------------- | --------------- | ---------------- | ----------------------- | ------------------- |
|
| 75 |
+
| ClipTagger-12b | $0.30 | $0.50 | $335 | $0.000335 |
|
| 76 |
+
| GPT-4.1 | $3.00 | $12.00 | $5,100 | $0.0051 |
|
| 77 |
+
| Claude 4 Sonnet | $3.00 | $15.00 | $5,850 | $0.00585 |
|
| 78 |
+
|
| 79 |
*Cost calculations based on an average of 700 input tokens and 250 output tokens per generation.
|
| 80 |
|
| 81 |
## Usage
|