初始化项目，由ModelHub XC社区提供模型
Model: vrutkovs/Lusterka-7B Source: Original Platform
This commit is contained in:
ModelHub XC
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.gitattributes
vendored
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vendored
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*.7z filter=lfs diff=lfs merge=lfs -text
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README.md
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README.md
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---
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base_model: unsloth/mistral-7b-v0.3
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- mistral
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- trl
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- sft
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license: apache-2.0
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language:
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- en
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---
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# Uploaded finetuned model
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- **Developed by:** vrutkovs
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- **License:** apache-2.0
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- **Finetuned from model :** unsloth/mistral-7b-v0.3
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This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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adapter_config.json
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": {
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"base_model_class": "MistralForCausalLM",
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"parent_library": "transformers.models.mistral.modeling_mistral",
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"unsloth_fixed": true
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},
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"base_model_name_or_path": "unsloth/mistral-7b-v0.3",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_bias": false,
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"lora_dropout": 0,
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"megatron_core": "megatron.core",
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"modules_to_save": [
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"embed_tokens"
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],
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"peft_type": "LORA",
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"peft_version": "0.18.1",
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"r": 64,
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"rank_pattern": {},
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"target_modules": [
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"k_proj",
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"gate_proj",
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"down_proj",
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"v_proj",
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"up_proj",
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"o_proj",
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"q_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": true
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}
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adapter_model.safetensors
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "bfloat16",
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"model_name": "unsloth/mistral-7b-v0.3",
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"use_cache": true,
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}
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generation_config.json
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generation_config.json
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{
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handler.py
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handler.py
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from typing import Any
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import torch
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from transformers import (
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AutoModelForCausalLM,
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AutoTokenizer,
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BitsAndBytesConfig,
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pipeline,
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)
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class EndpointHandler:
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def __init__(self, path: str = ""):
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self.tokenizer = AutoTokenizer.from_pretrained(path)
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self.model = AutoModelForCausalLM.from_pretrained(
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path,
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quantization_config=BitsAndBytesConfig(load_in_8bit=True),
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device_map="auto",
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)
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self.pipe = pipeline(
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"text-generation",
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model=self.model,
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tokenizer=self.tokenizer,
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)
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def __call__(self, data: dict[str, Any]) -> list[dict[str, Any]]:
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inputs = data.pop("inputs", data)
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parameters = data.pop("parameters", {})
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gen_kwargs = {
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"max_new_tokens": parameters.get("max_new_tokens", 256),
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"temperature": parameters.get("temperature", 0.8),
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"repetition_penalty": parameters.get("repetition_penalty", 1.3),
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"no_repeat_ngram_size": parameters.get("no_repeat_ngram_size", 4),
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"do_sample": parameters.get("do_sample", True),
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}
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outputs = self.pipe(inputs, **gen_kwargs)
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return outputs
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|
||||
"model.layers.9.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.norm.weight": "model-00003-of-00003.safetensors"
|
||||
}
|
||||
}
|
||||
2
requirements.txt
Normal file
2
requirements.txt
Normal file
@@ -0,0 +1,2 @@
|
||||
peft>=0.14.0
|
||||
bitsandbytes>=0.43.0
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "[control_768]",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
275733
tokenizer.json
Normal file
275733
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:37f00374dea48658ee8f5d0f21895b9bc55cb0103939607c8185bfd1c6ca1f89
|
||||
size 587404
|
||||
6188
tokenizer_config.json
Normal file
6188
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user