commit 561157db9714bcaacb081131c6f686f6f9a10189 Author: ModelHub XC Date: Thu Jun 4 04:57:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..691fa1d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +gemma-2b-ForexAI.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q3_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q4_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q5_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q5_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q5_1.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2b-ForexAI.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..811426e --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +Quantization made by Richard Erkhov. + +[Github](https://github.com/RichardErkhov) + +[Discord](https://discord.gg/pvy7H8DZMG) + +[Request more models](https://github.com/RichardErkhov/quant_request) + + +gemma-2b-ForexAI - GGUF +- Model creator: https://huggingface.co/mjmanashti/ +- Original model: https://huggingface.co/mjmanashti/gemma-2b-ForexAI/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [gemma-2b-ForexAI.Q2_K.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q2_K.gguf) | Q2_K | 1.08GB | +| [gemma-2b-ForexAI.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.IQ3_XS.gguf) | IQ3_XS | 1.16GB | +| [gemma-2b-ForexAI.IQ3_S.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.IQ3_S.gguf) | IQ3_S | 1.2GB | +| [gemma-2b-ForexAI.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q3_K_S.gguf) | Q3_K_S | 1.2GB | +| [gemma-2b-ForexAI.IQ3_M.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.IQ3_M.gguf) | IQ3_M | 1.22GB | +| [gemma-2b-ForexAI.Q3_K.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q3_K.gguf) | Q3_K | 1.29GB | +| [gemma-2b-ForexAI.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q3_K_M.gguf) | Q3_K_M | 1.29GB | +| [gemma-2b-ForexAI.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q3_K_L.gguf) | Q3_K_L | 1.36GB | +| [gemma-2b-ForexAI.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.IQ4_XS.gguf) | IQ4_XS | 1.4GB | +| [gemma-2b-ForexAI.Q4_0.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q4_0.gguf) | Q4_0 | 1.44GB | +| [gemma-2b-ForexAI.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.IQ4_NL.gguf) | IQ4_NL | 1.45GB | +| [gemma-2b-ForexAI.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q4_K_S.gguf) | Q4_K_S | 1.45GB | +| [gemma-2b-ForexAI.Q4_K.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q4_K.gguf) | Q4_K | 1.52GB | +| [gemma-2b-ForexAI.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q4_K_M.gguf) | Q4_K_M | 1.52GB | +| [gemma-2b-ForexAI.Q4_1.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q4_1.gguf) | Q4_1 | 1.56GB | +| [gemma-2b-ForexAI.Q5_0.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q5_0.gguf) | Q5_0 | 1.68GB | +| [gemma-2b-ForexAI.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q5_K_S.gguf) | Q5_K_S | 1.68GB | +| [gemma-2b-ForexAI.Q5_K.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q5_K.gguf) | Q5_K | 1.71GB | +| [gemma-2b-ForexAI.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q5_K_M.gguf) | Q5_K_M | 1.71GB | +| [gemma-2b-ForexAI.Q5_1.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q5_1.gguf) | Q5_1 | 1.79GB | +| [gemma-2b-ForexAI.Q6_K.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q6_K.gguf) | Q6_K | 1.92GB | +| [gemma-2b-ForexAI.Q8_0.gguf](https://huggingface.co/RichardErkhov/mjmanashti_-_gemma-2b-ForexAI-gguf/blob/main/gemma-2b-ForexAI.Q8_0.gguf) | Q8_0 | 2.49GB | + + + + +Original model description: +--- +license: other +tags: +- autotrain +- text-generation +widget: +- text: 'I love AutoTrain because ' +--- + +# Model Trained Using AutoTrain + +This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain). + +# Usage + +```python +!pip install transformers + +!pip install accelerate + + +from huggingface_hub import notebook_login +notebook_login() + +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch + + +tokenizer = AutoTokenizer.from_pretrained("mjmanashti/gemma-2b-ForexAI") +torch.set_default_dtype(torch.float16) + +model = AutoModelForCausalLM.from_pretrained("mjmanashti/gemma-2b-ForexAI", device_map="auto") + +chat = [ + { "role": "user", "content": "Based on the following input data: [Time: 2024-01-29 23:00:00, Open: 1.0834, High: 1.0837, Low: 1.08334, Close: 1.08338, Volume: 722] what trading signal (BUY, SELL, or HOLD) should be executed to maximize profit? If the signal is BUY, what would be the entry price and If the signal is SELL, what would be the exit price for profit maximization? " }, +] +prompt = tokenizer.apply_chat_template(chat, tokenize=False, add_generation_prompt=True) +inputs = tokenizer.encode(prompt, add_special_tokens=False, return_tensors="pt") +outputs = model.generate(input_ids=inputs.to(model.device), max_new_tokens=150) +print(tokenizer.decode(outputs[0])) + +``` + diff --git a/gemma-2b-ForexAI.IQ3_M.gguf b/gemma-2b-ForexAI.IQ3_M.gguf new file mode 100644 index 0000000..21620ce --- /dev/null +++ b/gemma-2b-ForexAI.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f683863bba7e664d204c31c1f93bd317d203b81ad4ee7f9e8a767dbf3f4e675 +size 1308174080 diff --git a/gemma-2b-ForexAI.IQ3_S.gguf b/gemma-2b-ForexAI.IQ3_S.gguf new file mode 100644 index 0000000..3362694 --- /dev/null +++ b/gemma-2b-ForexAI.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eb5634d6bec25b1c27f60f0aba5593109c3da718db080bfa70ae414fd44dd02 +size 1289234176 diff --git a/gemma-2b-ForexAI.IQ3_XS.gguf 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