oisee/ qwen-coder-abap

29 Downloads Updated 1 month ago

ABAP coding assistant fine-tuned for modern ABAP 7.4+ syntax

ollama run oisee/qwen-coder-abap

curl http://localhost:11434/api/chat \
  -d '{
    "model": "oisee/qwen-coder-abap",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='oisee/qwen-coder-abap',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'oisee/qwen-coder-abap',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Models

Name

6 models

Size

Context

Input

qwen-coder-abap:latest

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:latest

4.7GB

32K

Text

qwen-coder-abap:v1

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:v1

4.7GB

32K

Text

qwen-coder-abap:v3

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:v3

4.7GB

32K

Text

qwen-coder-abap:v5

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:v5

4.7GB

32K

Text

qwen-coder-abap:v6

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:v6

4.7GB

32K

Text

qwen-coder-abap:v7

4.7GB · 32K context window · Text · 1 month ago

qwen-coder-abap:v7 latest

4.7GB

32K

Text

Readme

qwen-coder-abap

Fine-tuned Qwen2.5-Coder-7B for modern ABAP development.
Generates clean, modern ABAP 7.4+ code while avoiding legacy patterns.

Model Details

Field	Value
Base Model	Qwen2.5-Coder-7B-Instruct
Fine-tuning	ORPO (Odds Ratio Preference Optimization)
Training Data	1k+ ABAP preference pairs
Quantization	Q4_K_M
License	Apache 2.0

Usage

ollama run oisee/qwen-coder-abap "Convert READ TABLE to modern ABAP"

What it does

Promotes modern ABAP patterns:

Inline declarations: DATA(lv_var) = value
Table expressions: lt_table[ key = value ]
NEW operator: NEW zcl_class( param = value )
String templates: |Hello { lv_name }|
VALUE constructor: VALUE #( ( id = 1 ) ( id = 2 ) )
FILTER/REDUCE: FILTER #( lt_data WHERE status = 'A' )

Avoids legacy patterns:

READ TABLE … INTO
CREATE OBJECT
CONCATENATE … INTO
MOVE-CORRESPONDING
DATA: with colon

Example

Input:

Convert: READ TABLE lt_data INTO ls_row WITH KEY id = 1.

Output:

DATA(ls_row) = lt_data[ id = 1 ].

Benchmark Results

Metric	Base Model	Fine-tuned
Modern patterns	18	23
Legacy patterns	7	2
Net score	+11	+21
Inference time	74.7s	23.5s

License

Apache 2.0 (inherited from Qwen2.5-Coder)

Links

Qwen2.5-Coder

# qwen-coder-abap

Fine-tuned Qwen2.5-Coder-7B for modern ABAP development.  
Generates clean, modern ABAP 7.4+ code while avoiding legacy patterns.

## Model Details

| Field | Value |
|-------|-------|
| Base Model | [Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) |
| Fine-tuning | ORPO (Odds Ratio Preference Optimization) |
| Training Data | 1k+ ABAP preference pairs |
| Quantization | Q4_K_M |
| License | Apache 2.0 |

## Usage

```bash
ollama run oisee/qwen-coder-abap "Convert READ TABLE to modern ABAP"
```

## What it does
Promotes modern ABAP patterns:

- Inline declarations: `DATA(lv_var) = value`
- Table expressions: `lt_table[ key = value ]`
- NEW operator: `NEW zcl_class( param = value )`
- String templates: `|Hello { lv_name }|`
- VALUE constructor: `VALUE #( ( id = 1 ) ( id = 2 ) )`
- FILTER/REDUCE: `FILTER #( lt_data WHERE status = 'A' )`

Avoids legacy patterns:

- READ TABLE ... INTO
- CREATE OBJECT
- CONCATENATE ... INTO
- MOVE-CORRESPONDING
- DATA: with colon

## Example

**Input:**
```
Convert: READ TABLE lt_data INTO ls_row WITH KEY id = 1.
```

**Output:**
```abap
DATA(ls_row) = lt_data[ id = 1 ].
```

## Benchmark Results

| Metric | Base Model | Fine-tuned |
|--------|------------|------------|
| Modern patterns | 18 | 23 |
| Legacy patterns | 7 | 2 |
| Net score | +11 | +21 |
| Inference time | 74.7s | 23.5s |

## License

Apache 2.0 (inherited from Qwen2.5-Coder)

## Links

- [Qwen2.5-Coder](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct)

Paste, drop or click to upload images (.png, .jpeg, .jpg, .svg, .gif)