commit 83937ae70b87ff0ded543fa69d8a1694a2126f12 Author: ModelHub XC Date: Sun Jul 12 16:05:08 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: unsloth/gemma-2-it-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d62ee65 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt 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 +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz 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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q2_k.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.F16.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q8_0.gguf filter=lfs diff=lfs merge=lfs -text +unsloth/gemma-2-2b-it.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.F16.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q2_k.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-2b-it.q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..61a103a --- /dev/null +++ b/README.md @@ -0,0 +1,46 @@ +--- +language: +- en +library_name: transformers +license: gemma +tags: +- unsloth +- transformers +- gemma2 +- gemma +--- + +# GGUF uploads + +All popular quant variants uploaded. + +# Finetune Gemma 2, Llama 3.1, Mistral 2-5x faster with 70% less memory via Unsloth! + +Directly quantized 4bit model with `bitsandbytes`. + +We have a Google Colab Tesla T4 notebook for **Gemma 2 (2B)** here: https://colab.research.google.com/drive/1weTpKOjBZxZJ5PQ-Ql8i6ptAY2x-FWVA?usp=sharing + +We have a Google Colab Tesla T4 notebook for **Gemma 2 (9B)** here: https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing + +[](https://discord.gg/u54VK8m8tk) +[](https://ko-fi.com/unsloth) +[](https://github.com/unslothai/unsloth) + +## ✨ Finetune for Free + +All notebooks are **beginner friendly**! Add your dataset, click "Run All", and you'll get a 2x faster finetuned model which can be exported to GGUF, vLLM or uploaded to Hugging Face. + +| Unsloth supports | Free Notebooks | Performance | Memory use | +|-----------------|--------------------------------------------------------------------------------------------------------------------------|-------------|----------| +| **Llama 3 (8B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/135ced7oHytdxu3N2DNe1Z0kqjyYIkDXp?usp=sharing) | 2.4x faster | 58% less | +| **Gemma 2 (9B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1vIrqH5uYDQwsJ4-OO3DErvuv4pBgVwk4?usp=sharing) | 2x faster | 63% less | +| **Mistral (9B)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1Dyauq4kTZoLewQ1cApceUQVNcnnNTzg_?usp=sharing) | 2.2x faster | 62% less | +| **Phi 3 (mini)** | [▶️ Start on Colab](https://colab.research.google.com/drive/1lN6hPQveB_mHSnTOYifygFcrO8C1bxq4?usp=sharing) | 2x faster | 63% less | +| **TinyLlama** | [▶️ Start on Colab](https://colab.research.google.com/drive/1AZghoNBQaMDgWJpi4RbffGM1h6raLUj9?usp=sharing) | 3.9x faster | 74% less | +| **CodeLlama (34B)** A100 | [▶️ Start on Colab](https://colab.research.google.com/drive/1y7A0AxE3y8gdj4AVkl2aZX47Xu3P1wJT?usp=sharing) | 1.9x faster | 27% less | +| **Mistral (7B)** 1xT4 | [▶️ Start on Kaggle](https://www.kaggle.com/code/danielhanchen/kaggle-mistral-7b-unsloth-notebook) | 5x faster\* | 62% less | +| **DPO - Zephyr** | [▶️ Start on Colab](https://colab.research.google.com/drive/15vttTpzzVXv_tJwEk-hIcQ0S9FcEWvwP?usp=sharing) | 1.9x faster | 19% less | + +- This [conversational notebook](https://colab.research.google.com/drive/1Aau3lgPzeZKQ-98h69CCu1UJcvIBLmy2?usp=sharing) is useful for ShareGPT ChatML / Vicuna templates. +- This [text completion notebook](https://colab.research.google.com/drive/1ef-tab5bhkvWmBOObepl1WgJvfvSzn5Q?usp=sharing) is for raw text. This [DPO notebook](https://colab.research.google.com/drive/15vttTpzzVXv_tJwEk-hIcQ0S9FcEWvwP?usp=sharing) replicates Zephyr. +- \* Kaggle has 2x T4s, but we use 1. Due to overhead, 1x T4 is 5x faster. \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5463713 --- /dev/null +++ b/config.json @@ -0,0 +1,36 @@ +{ + "_name_or_path": "google/gemma-2-2b-it", + "architectures": [ + "Gemma2ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "attn_logit_softcapping": 50.0, + "bos_token_id": 2, + "cache_implementation": "hybrid", + "eos_token_id": [ + 1, + 107 + ], + "final_logit_softcapping": 30.0, + "head_dim": 256, + "hidden_act": "gelu_pytorch_tanh", + "hidden_activation": "gelu_pytorch_tanh", + "hidden_size": 2304, + "initializer_range": 0.02, + "intermediate_size": 9216, + "max_position_embeddings": 8192, + "model_type": "gemma2", + "num_attention_heads": 8, + "num_hidden_layers": 26, + "num_key_value_heads": 4, + "pad_token_id": 0, + "query_pre_attn_scalar": 256, + "rms_norm_eps": 1e-06, + "rope_theta": 10000.0, + "sliding_window": 4096, + "torch_dtype": "bfloat16", + "transformers_version": "4.43.3", + "use_cache": true, + "vocab_size": 256000 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file diff --git a/gemma-2-2b-it.F16.gguf b/gemma-2-2b-it.F16.gguf new file mode 100644 index 0000000..96185d5 --- /dev/null +++ b/gemma-2-2b-it.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f0c160c6f08045def7452353252468bcd9cd63e1fc0ee81bbe6a63f39c7c3df +size 5235213888 diff --git a/gemma-2-2b-it.q2_k.gguf b/gemma-2-2b-it.q2_k.gguf new file mode 100644 index 0000000..b842573 --- /dev/null +++ b/gemma-2-2b-it.q2_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2ed0c497862a20a73613181a1d59282c7385d6132e059005e3fe5f473dafd04 +size 1229829696 diff --git a/gemma-2-2b-it.q3_k_m.gguf b/gemma-2-2b-it.q3_k_m.gguf new file mode 100644 index 0000000..bdedb89 --- /dev/null +++ b/gemma-2-2b-it.q3_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939a1627c931b838376191c3e33be23f26ac01bc285b20f2e26ce9dc8cdbfe95 +size 1461667392 diff --git a/gemma-2-2b-it.q4_k_m.gguf b/gemma-2-2b-it.q4_k_m.gguf new file mode 100644 index 0000000..782a7a1 --- /dev/null +++ b/gemma-2-2b-it.q4_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57bf98ab6b26e40f1d69f36cb1202af8b0c1b4e6b50ec2631d576f76cdaac9d6 +size 1708582464 diff --git a/gemma-2-2b-it.q5_k_m.gguf b/gemma-2-2b-it.q5_k_m.gguf new file mode 100644 index 0000000..a80d807 --- /dev/null +++ b/gemma-2-2b-it.q5_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef1f7c16ba0efc3a3083c403429ba285c62c70450b47d55492de682d7d9703fb +size 1923278400 diff --git a/gemma-2-2b-it.q6_k.gguf b/gemma-2-2b-it.q6_k.gguf new file mode 100644 index 0000000..77dd3b3 --- /dev/null +++ b/gemma-2-2b-it.q6_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e92a3052789ab85c220e30df7e3f6316974f0ac8513242554cd74641d402554 +size 2151392832 diff --git a/gemma-2-2b-it.q8_0.gguf b/gemma-2-2b-it.q8_0.gguf new file mode 100644 index 0000000..21266c9 --- /dev/null +++ b/gemma-2-2b-it.q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d844a72d6956f5c2444ad9808ec0b813ef558650b9613eac7ed177e3fb929dca +size 2784495168