prithivMLmods/GCIRS-Reasoning-1.5B-R1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: prithivMLmods/GCIRS-Reasoning-1.5B-R1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-16 12:41:13 +08:00
commit 8dadef3dcc
17 changed files with 145 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

47
.gitattributes vendored Normal file
View File

@@ -0,0 +1,47 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bin.* filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zstandard filter=lfs diff=lfs merge=lfs -text
*.tfevents* filter=lfs diff=lfs merge=lfs -text
*.db* filter=lfs diff=lfs merge=lfs -text
*.ark* filter=lfs diff=lfs merge=lfs -text
**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text
**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text
**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.gguf* filter=lfs diff=lfs merge=lfs -text
*.ggml filter=lfs diff=lfs merge=lfs -text
*.llamafile* filter=lfs diff=lfs merge=lfs -text
*.pt2 filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text

3
GCIRS-Reasoning-1.5B-R1.BF16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:48b25a1b9045fc826ad110f0f0fca136dcd307f8ce67a17eeb1d1b27c87c206d
size 3560415968

3
GCIRS-Reasoning-1.5B-R1.F16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:75ae2b0363db0715a0ea1c00a087dfb0bac380791001dcbbd3f7a9ffcf5bd3bf
size 3560415968

3
GCIRS-Reasoning-1.5B-R1.F32.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:241b396df8816270f021cc6227481a83c52e543bf3f94e3387d93415a41054ce
size 7114302176

3
GCIRS-Reasoning-1.5B-R1.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:434df31d6192830b749210fbd88644cda73092d88bbec31ff7d3d558ac9828b6
size 752879840

3
GCIRS-Reasoning-1.5B-R1.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f90b196fd6a3a29344cb23e9e35a216cfb6fe2fde8c9214b67e34fd70327a3a5
size 980439776

3
GCIRS-Reasoning-1.5B-R1.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cb8577b091902b29cd5700be550b51af166c43bfd64be1fbccc9a5fbf5dd49d6
size 924455648

3
GCIRS-Reasoning-1.5B-R1.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4371f2f75e02fc30081a9aff9312e717b68617e67aa7541f0e52943f2407603f
size 861221600

3
GCIRS-Reasoning-1.5B-R1.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c9fa219727d579a58dac19198a0a37e8ea6e114026891451bad4d0457540dc16
size 1117320416

3
GCIRS-Reasoning-1.5B-R1.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b2b5d0f387c8a2373dcbe7182446352ac0cac4644868e36f8395f907e2b461eb
size 1071584480

3
GCIRS-Reasoning-1.5B-R1.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad5d1e6e6aff4e41fc134b31d63873b6377f56a715fb0f35ba45881989fa90c6
size 1285493984

3
GCIRS-Reasoning-1.5B-R1.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:425e66bb69c6c265daa86d6a407d38769d965c23aef3305764b849a108a6d171
size 1259173088

3
GCIRS-Reasoning-1.5B-R1.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d1b6bcda12e31464393510d4410cc7f6fcff823c64b0809f7081170b18909e39
size 1464178400

3
GCIRS-Reasoning-1.5B-R1.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4e624339948eb28a3bdf26fe6b6255904a8b5eb0b03293494f510cb89cfa1655
size 1894531808

55
README.md Normal file
View File

@@ -0,0 +1,55 @@
---
license: apache-2.0
language:
- en
base_model:
- prithivMLmods/GCIRS-Reasoning-1.5B-R1
pipeline_tag: text-generation
library_name: transformers
tags:
- text-generation-inference
- code
- math
- RL
- science
---
# **GCIRS-Reasoning-1.5B-R1-GGUF**
> **GCIRS-Reasoning-1.5B-R1** is a **research-grade reasoning model** fine-tuned from **Qwen2.5-1.5B-Instruct**, focused on **non-fictional reasoning**, **factual consistency**, and **scientific depth**. Trained with reinforcement learning using the **Big Reasoning Traces** dataset from DeepSeek, this model is tailored for complex analytical tasks and scientific rigor in high-stakes or research environments.
## Model Files
| File Name | Format | Size | Precision | Use Case |
|-----------|--------|------|-----------|----------|
| `GCIRS-Reasoning-1.5B-R1.F32.gguf` | GGUF | 7.11 GB | F32 | Highest precision, research use |
| `GCIRS-Reasoning-1.5B-R1.BF16.gguf` | GGUF | 3.56 GB | BF16 | High precision, balanced performance |
| `GCIRS-Reasoning-1.5B-R1.F16.gguf` | GGUF | 3.56 GB | F16 | High precision, memory efficient |
| `GCIRS-Reasoning-1.5B-R1.Q8_0.gguf` | GGUF | 1.89 GB | Q8_0 | Excellent quality, moderate compression |
| `GCIRS-Reasoning-1.5B-R1.Q6_K.gguf` | GGUF | 1.46 GB | Q6_K | Very good quality, good compression |
| `GCIRS-Reasoning-1.5B-R1.Q5_K_M.gguf` | GGUF | 1.29 GB | Q5_K_M | Balanced quality/size (recommended) |
| `GCIRS-Reasoning-1.5B-R1.Q5_K_S.gguf` | GGUF | 1.26 GB | Q5_K_S | Good quality, smaller size |
| `GCIRS-Reasoning-1.5B-R1.Q4_K_M.gguf` | GGUF | 1.12 GB | Q4_K_M | Good balance for most users |
| `GCIRS-Reasoning-1.5B-R1.Q4_K_S.gguf` | GGUF | 1.07 GB | Q4_K_S | Decent quality, compact size |
| `GCIRS-Reasoning-1.5B-R1.Q3_K_L.gguf` | GGUF | 980 MB | Q3_K_L | Lower quality, very compact |
| `GCIRS-Reasoning-1.5B-R1.Q3_K_M.gguf` | GGUF | 924 MB | Q3_K_M | Fast inference, limited quality |
| `GCIRS-Reasoning-1.5B-R1.Q3_K_S.gguf` | GGUF | 861 MB | Q3_K_S | Fastest inference, basic quality |
| `GCIRS-Reasoning-1.5B-R1.Q2_K.gguf` | GGUF | 753 MB | Q2_K | Minimal size, experimental use |
### Quick Selection Guide
- **For Research/Development**: Use `F32` or `BF16` for maximum accuracy
- **For Production (Recommended)**: Use `Q5_K_M` or `Q6_K` for best quality/performance balance
- **For General Use**: Use `Q4_K_M` or `Q4_K_S` for good performance
- **For Resource-Constrained Environments**: Use `Q3_K_M` or `Q3_K_L`
- **For Edge Devices**: Use `Q2_K` for minimal footprint
## Quants Usage
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)

3
config.json Normal file
View File

@@ -0,0 +1,3 @@
{
"model_type": "qwen2"
}

1
configuration.json Normal file
View File

@@ -0,0 +1 @@
{"framework": "pytorch", "task": "text-generation", "allow_remote": true}