diff --git a/cmd/state.go b/cmd/state.go
index c0019fd1f1..277a28e738 100644
--- a/cmd/state.go
+++ b/cmd/state.go
@@ -8,8 +8,6 @@ import (
 	"os"
 	"strconv"
 
-	"github.com/filecoin-project/venus/cmd/tablewriter"
-
 	"github.com/filecoin-project/go-address"
 	"github.com/filecoin-project/go-state-types/abi"
 	actorstypes "github.com/filecoin-project/go-state-types/actors"
@@ -20,6 +18,7 @@ import (
 	"github.com/multiformats/go-multiaddr"
 
 	"github.com/filecoin-project/venus/app/node"
+	"github.com/filecoin-project/venus/cmd/tablewriter"
 	"github.com/filecoin-project/venus/pkg/constants"
 	"github.com/filecoin-project/venus/venus-shared/actors/builtin"
 	"github.com/filecoin-project/venus/venus-shared/types"
diff --git a/go.mod b/go.mod
index 76ab0e59ea..d3bbdc4217 100644
--- a/go.mod
+++ b/go.mod
@@ -55,7 +55,7 @@ require (
 	github.com/hako/durafmt v0.0.0-20200710122514-c0fb7b4da026
 	github.com/hannahhoward/go-pubsub v0.0.0-20200423002714-8d62886cc36e
 	github.com/hashicorp/go-multierror v1.1.1
-	github.com/hashicorp/golang-lru v0.5.4
+	github.com/hashicorp/golang-lru/v2 v2.0.2
 	github.com/howeyc/gopass v0.0.0-20190910152052-7cb4b85ec19c
 	github.com/ipfs-force-community/metrics v1.0.1-0.20211022060227-11142a08b729
 	github.com/ipfs/go-bitswap v0.10.2
@@ -121,6 +121,7 @@ require (
 	github.com/bytedance/sonic v1.8.0 // indirect
 	github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
 	github.com/goccy/go-json v0.10.0 // indirect
+	github.com/hashicorp/golang-lru v0.5.4 // indirect
 	github.com/ipfs/go-block-format v0.1.1 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	golang.org/x/arch v0.0.0-20210923205945-b76863e36670 // indirect
diff --git a/go.sum b/go.sum
index 0543a2d403..353875b82b 100644
--- a/go.sum
+++ b/go.sum
@@ -657,6 +657,8 @@ github.com/hashicorp/golang-lru v0.5.0/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ
 github.com/hashicorp/golang-lru v0.5.1/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ4Ao+sR/qLZy8=
 github.com/hashicorp/golang-lru v0.5.4 h1:YDjusn29QI/Das2iO9M0BHnIbxPeyuCHsjMW+lJfyTc=
 github.com/hashicorp/golang-lru v0.5.4/go.mod h1:iADmTwqILo4mZ8BN3D2Q6+9jd8WM5uGBxy+E8yxSoD4=
+github.com/hashicorp/golang-lru/v2 v2.0.2 h1:Dwmkdr5Nc/oBiXgJS3CDHNhJtIHkuZ3DZF5twqnfBdU=
+github.com/hashicorp/golang-lru/v2 v2.0.2/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
 github.com/hashicorp/hcl v1.0.0 h1:0Anlzjpi4vEasTeNFn2mLJgTSwt0+6sfsiTG8qcWGx4=
 github.com/hashicorp/hcl v1.0.0/go.mod h1:E5yfLk+7swimpb2L/Alb/PJmXilQ/rhwaUYs4T20WEQ=
 github.com/hashicorp/logutils v1.0.0/go.mod h1:QIAnNjmIWmVIIkWDTG1z5v++HQmx9WQRO+LraFDTW64=
diff --git a/pkg/beacon/drand.go b/pkg/beacon/drand.go
index 5ff4902ab2..cf8d871c7f 100644
--- a/pkg/beacon/drand.go
+++ b/pkg/beacon/drand.go
@@ -13,11 +13,12 @@ import (
 	dlog "github.com/drand/drand/log"
 	"github.com/drand/kyber"
 	kzap "github.com/go-kit/kit/log/zap"
-	lru "github.com/hashicorp/golang-lru"
+	lru "github.com/hashicorp/golang-lru/v2"
 	"go.uber.org/zap/zapcore"
 
 	"github.com/filecoin-project/go-state-types/abi"
 	"github.com/filecoin-project/go-state-types/network"
+
 	cfg "github.com/filecoin-project/venus/pkg/config"
 	"github.com/filecoin-project/venus/pkg/constants"
 	"github.com/filecoin-project/venus/venus-shared/types"
@@ -42,7 +43,7 @@ type DrandBeacon struct {
 	filGenTime   uint64
 	filRoundTime uint64
 
-	localCache *lru.Cache
+	localCache *lru.Cache[uint64, *types.BeaconEntry]
 }
 
 // DrandHTTPClient interface overrides the user agent used by drand
@@ -84,7 +85,7 @@ func NewDrandBeacon(genTimeStamp, interval uint64, config cfg.DrandConf) (*Drand
 		return nil, fmt.Errorf("creating drand client: %v", err)
 	}
 
-	lc, err := lru.New(1024)
+	lc, err := lru.New[uint64, *types.BeaconEntry](1024)
 	if err != nil {
 		return nil, err
 	}
@@ -136,16 +137,12 @@ func (db *DrandBeacon) Entry(ctx context.Context, round uint64) <-chan Response
 }
 
 func (db *DrandBeacon) cacheValue(e types.BeaconEntry) {
-	db.localCache.Add(e.Round, e)
+	db.localCache.Add(e.Round, &e)
 }
 
 func (db *DrandBeacon) getCachedValue(round uint64) *types.BeaconEntry {
-	v, ok := db.localCache.Get(round)
-	if !ok {
-		return nil
-	}
-	e, _ := v.(types.BeaconEntry)
-	return &e
+	v, _ := db.localCache.Get(round)
+	return v
 }
 
 func (db *DrandBeacon) VerifyEntry(curr types.BeaconEntry, prev types.BeaconEntry) error {
diff --git a/pkg/chain/store.go b/pkg/chain/store.go
index 6be3a1698a..372d6a399f 100644
--- a/pkg/chain/store.go
+++ b/pkg/chain/store.go
@@ -9,15 +9,7 @@ import (
 	"runtime/debug"
 	"sync"
 
-	"github.com/filecoin-project/pubsub"
-	blockstoreutil "github.com/filecoin-project/venus/venus-shared/blockstore"
-	lru "github.com/hashicorp/golang-lru"
-	"github.com/ipfs/go-cid"
-	"github.com/ipfs/go-datastore"
-	blockstore "github.com/ipfs/go-ipfs-blockstore"
-	cbor "github.com/ipfs/go-ipld-cbor"
-	blocks "github.com/ipfs/go-libipfs/blocks"
-	logging "github.com/ipfs/go-log/v2"
+	lru "github.com/hashicorp/golang-lru/v2"
 	"github.com/ipld/go-car"
 	carutil "github.com/ipld/go-car/util"
 	carv2 "github.com/ipld/go-car/v2"
@@ -26,10 +18,18 @@ import (
 	cbg "github.com/whyrusleeping/cbor-gen"
 	"go.opencensus.io/trace"
 
+	"github.com/ipfs/go-cid"
+	"github.com/ipfs/go-datastore"
+	blockstore "github.com/ipfs/go-ipfs-blockstore"
+	cbor "github.com/ipfs/go-ipld-cbor"
+	blocks "github.com/ipfs/go-libipfs/blocks"
+	logging "github.com/ipfs/go-log/v2"
+
 	"github.com/filecoin-project/go-address"
 	"github.com/filecoin-project/go-state-types/abi"
 	"github.com/filecoin-project/go-state-types/big"
 	"github.com/filecoin-project/go-state-types/network"
+	"github.com/filecoin-project/pubsub"
 	blockadt "github.com/filecoin-project/specs-actors/actors/util/adt"
 
 	"github.com/filecoin-project/venus/pkg/constants"
@@ -49,18 +49,10 @@ import (
 	"github.com/filecoin-project/venus/venus-shared/actors/builtin/reward"
 	"github.com/filecoin-project/venus/venus-shared/actors/builtin/verifreg"
 	"github.com/filecoin-project/venus/venus-shared/actors/policy"
+	blockstoreutil "github.com/filecoin-project/venus/venus-shared/blockstore"
 	"github.com/filecoin-project/venus/venus-shared/types"
 )
 
-// ErrNoMethod is returned by Get when there is no method signature (eg, transfer).
-var ErrNoMethod = errors.New("no method")
-
-// ErrNoActorImpl is returned by Get when the actor implementation doesn't exist, eg
-// the actor address is an empty actor, an address that has received a transfer of FIL
-// but hasn't yet been upgraded to an account actor. (The actor implementation might
-// also genuinely be missing, which is not expected.)
-var ErrNoActorImpl = errors.New("no actor implementation")
-
 // GenesisKey is the key at which the genesis Cid is written in the datastore.
 var GenesisKey = datastore.NewKey("/consensus/genesisCid")
 
@@ -92,10 +84,6 @@ type TSState struct {
 	Receipts  cid.Cid
 }
 
-func ActorStore(ctx context.Context, bs blockstore.Blockstore) adt.Store {
-	return adt.WrapStore(ctx, cbor.NewCborStore(bs))
-}
-
 // Store is a generic implementation of the Store interface.
 // It works(tm) for now.
 type Store struct {
@@ -139,7 +127,7 @@ type Store struct {
 	reorgCh        chan reorg
 	reorgNotifeeCh chan ReorgNotifee
 
-	tsCache *lru.ARCCache
+	tsCache *lru.ARCCache[types.TipSetKey, *types.TipSet]
 }
 
 // NewStore constructs a new default store.
@@ -148,7 +136,7 @@ func NewStore(chainDs repo.Datastore,
 	genesisCid cid.Cid,
 	circulatiingSupplyCalculator ICirculatingSupplyCalcualtor,
 ) *Store {
-	tsCache, _ := lru.NewARC(DefaultTipsetLruCacheSize)
+	tsCache, _ := lru.NewARC[types.TipSetKey, *types.TipSet](DefaultTipsetLruCacheSize)
 	store := &Store{
 		stateAndBlockSource: cbor.NewCborStore(bsstore),
 		ds:                  chainDs,
@@ -330,9 +318,8 @@ func (store *Store) GetTipSet(ctx context.Context, key types.TipSetKey) (*types.
 		return store.GetHead(), nil
 	}
 
-	val, has := store.tsCache.Get(key)
-	if has {
-		return val.(*types.TipSet), nil
+	if val, has := store.tsCache.Get(key); has {
+		return val, nil
 	}
 
 	cids := key.Cids()
diff --git a/pkg/consensus/block_validator.go b/pkg/consensus/block_validator.go
index 5f1c3a761f..5f0fd33607 100644
--- a/pkg/consensus/block_validator.go
+++ b/pkg/consensus/block_validator.go
@@ -10,10 +10,11 @@ import (
 
 	"github.com/Gurpartap/async"
 	"github.com/hashicorp/go-multierror"
-	lru "github.com/hashicorp/golang-lru"
+	lru "github.com/hashicorp/golang-lru/v2"
 	"github.com/ipfs/go-cid"
 	cbor "github.com/ipfs/go-ipld-cbor"
 	pubsub "github.com/libp2p/go-libp2p-pubsub"
+	"github.com/multiformats/go-varint"
 	"github.com/pkg/errors"
 	cbg "github.com/whyrusleeping/cbor-gen"
 	"go.opencensus.io/trace"
@@ -24,8 +25,6 @@ import (
 	builtintypes "github.com/filecoin-project/go-state-types/builtin"
 	acrypto "github.com/filecoin-project/go-state-types/crypto"
 	"github.com/filecoin-project/go-state-types/network"
-	"github.com/multiformats/go-varint"
-
 	blockadt "github.com/filecoin-project/specs-actors/actors/util/adt"
 	"github.com/filecoin-project/specs-actors/v7/actors/runtime/proof"
 
@@ -79,7 +78,7 @@ type BlockValidator struct {
 	// gasprice for vm
 	gasPirceSchedule *gas.PricesSchedule
 	// cache for validate block
-	validateBlockCache *lru.ARCCache
+	validateBlockCache *lru.ARCCache[cid.Cid, struct{}]
 
 	Stmgr StateTransformer
 }
@@ -98,7 +97,7 @@ func NewBlockValidator(tv TicketValidator,
 	config *config.NetworkParamsConfig,
 	gasPirceSchedule *gas.PricesSchedule,
 ) *BlockValidator {
-	validateBlockCache, _ := lru.NewARC(2048)
+	validateBlockCache, _ := lru.NewARC[cid.Cid, struct{}](2048)
 	return &BlockValidator{
 		tv:                 tv,
 		bstore:             bstore,
diff --git a/pkg/events/message_cache.go b/pkg/events/message_cache.go
index fb8b33a0a2..e2abf2acbb 100644
--- a/pkg/events/message_cache.go
+++ b/pkg/events/message_cache.go
@@ -4,21 +4,21 @@ import (
 	"context"
 	"sync"
 
-	"github.com/filecoin-project/venus/venus-shared/types"
-
-	lru "github.com/hashicorp/golang-lru"
+	lru "github.com/hashicorp/golang-lru/v2"
 	"github.com/ipfs/go-cid"
+
+	"github.com/filecoin-project/venus/venus-shared/types"
 )
 
 type messageCache struct {
 	api IEvent
 
 	blockMsgLk    sync.Mutex
-	blockMsgCache *lru.ARCCache
+	blockMsgCache *lru.ARCCache[cid.Cid, *types.BlockMessages]
 }
 
 func newMessageCache(api IEvent) *messageCache {
-	blsMsgCache, _ := lru.NewARC(500)
+	blsMsgCache, _ := lru.NewARC[cid.Cid, *types.BlockMessages](500)
 
 	return &messageCache{
 		api:           api,
@@ -30,14 +30,14 @@ func (c *messageCache) ChainGetBlockMessages(ctx context.Context, blkCid cid.Cid
 	c.blockMsgLk.Lock()
 	defer c.blockMsgLk.Unlock()
 
-	msgsI, ok := c.blockMsgCache.Get(blkCid)
+	msgs, ok := c.blockMsgCache.Get(blkCid)
 	var err error
 	if !ok {
-		msgsI, err = c.api.ChainGetBlockMessages(ctx, blkCid)
+		msgs, err = c.api.ChainGetBlockMessages(ctx, blkCid)
 		if err != nil {
 			return nil, err
 		}
-		c.blockMsgCache.Add(blkCid, msgsI)
+		c.blockMsgCache.Add(blkCid, msgs)
 	}
-	return msgsI.(*types.BlockMessages), nil
+	return msgs, nil
 }
diff --git a/pkg/messagepool/gas.go b/pkg/messagepool/gas.go
index ee58a79c96..67714fb668 100644
--- a/pkg/messagepool/gas.go
+++ b/pkg/messagepool/gas.go
@@ -9,13 +9,14 @@ import (
 	"math/rand"
 	"sort"
 
+	lru "github.com/hashicorp/golang-lru/v2"
+
 	"github.com/filecoin-project/go-address"
 	"github.com/filecoin-project/go-state-types/abi"
 	"github.com/filecoin-project/go-state-types/big"
+	builtin2 "github.com/filecoin-project/go-state-types/builtin"
 	"github.com/filecoin-project/go-state-types/exitcode"
-	lru "github.com/hashicorp/golang-lru"
 
-	builtin2 "github.com/filecoin-project/go-state-types/builtin"
 	"github.com/filecoin-project/venus/pkg/constants"
 	"github.com/filecoin-project/venus/pkg/fork"
 	"github.com/filecoin-project/venus/venus-shared/actors/builtin"
@@ -27,7 +28,7 @@ const MinGasPremium = 100e3
 // const MaxSpendOnFeeDenom = 100
 
 type GasPriceCache struct {
-	c *lru.TwoQueueCache
+	c *lru.TwoQueueCache[types.TipSetKey, []GasMeta]
 }
 
 type GasMeta struct {
@@ -37,7 +38,7 @@ type GasMeta struct {
 
 func NewGasPriceCache() *GasPriceCache {
 	// 50 because we usually won't access more than 40
-	c, err := lru.New2Q(50)
+	c, err := lru.New2Q[types.TipSetKey, []GasMeta](50)
 	if err != nil {
 		// err only if parameter is bad
 		panic(err)
@@ -51,7 +52,7 @@ func NewGasPriceCache() *GasPriceCache {
 func (g *GasPriceCache) GetTSGasStats(ctx context.Context, provider Provider, ts *types.TipSet) ([]GasMeta, error) {
 	i, has := g.c.Get(ts.Key())
 	if has {
-		return i.([]GasMeta), nil
+		return i, nil
 	}
 
 	var prices []GasMeta
diff --git a/pkg/messagepool/messagepool.go b/pkg/messagepool/messagepool.go
index 6ae7594c73..d1810130f3 100644
--- a/pkg/messagepool/messagepool.go
+++ b/pkg/messagepool/messagepool.go
@@ -12,9 +12,8 @@ import (
 	"sync"
 	"time"
 
-	lps "github.com/filecoin-project/pubsub"
 	"github.com/hashicorp/go-multierror"
-	lru "github.com/hashicorp/golang-lru"
+	lru "github.com/hashicorp/golang-lru/v2"
 	"github.com/ipfs/go-cid"
 	"github.com/ipfs/go-datastore"
 	"github.com/ipfs/go-datastore/namespace"
@@ -28,6 +27,7 @@ import (
 	"github.com/filecoin-project/go-state-types/abi"
 	"github.com/filecoin-project/go-state-types/big"
 	"github.com/filecoin-project/go-state-types/crypto"
+	lps "github.com/filecoin-project/pubsub"
 
 	"github.com/filecoin-project/venus/pkg/chain"
 	"github.com/filecoin-project/venus/pkg/config"
@@ -162,7 +162,7 @@ type MessagePool struct {
 	// pruneCooldown is a channel used to allow a cooldown time between prunes
 	pruneCooldown chan struct{}
 
-	blsSigCache *lru.TwoQueueCache
+	blsSigCache *lru.TwoQueueCache[cid.Cid, crypto.Signature]
 
 	changes *lps.PubSub
 
@@ -170,7 +170,7 @@ type MessagePool struct {
 
 	netName string
 
-	sigValCache *lru.TwoQueueCache
+	sigValCache *lru.TwoQueueCache[string, struct{}]
 
 	evtTypes [3]journal.EventType
 	journal  journal.Journal
@@ -388,8 +388,8 @@ func New(ctx context.Context,
 	netName string,
 	j journal.Journal,
 ) (*MessagePool, error) {
-	cache, _ := lru.New2Q(constants.BlsSignatureCacheSize)
-	verifcache, _ := lru.New2Q(constants.VerifSigCacheSize)
+	cache, _ := lru.New2Q[cid.Cid, crypto.Signature](constants.BlsSignatureCacheSize)
+	verifcache, _ := lru.New2Q[string, struct{}](constants.VerifSigCacheSize)
 
 	cfg, err := loadConfig(ctx, ds)
 	if err != nil {
@@ -1515,13 +1515,8 @@ func (mp *MessagePool) MessagesForBlocks(ctx context.Context, blks []*types.Bloc
 }
 
 func (mp *MessagePool) RecoverSig(msg *types.Message) *types.SignedMessage {
-	val, ok := mp.blsSigCache.Get(msg.Cid())
-	if !ok {
-		return nil
-	}
-	sig, ok := val.(crypto.Signature)
+	sig, ok := mp.blsSigCache.Get(msg.Cid())
 	if !ok {
-		log.Errorf("value in signature cache was not a signature (got %T)", val)
 		return nil
 	}
 
diff --git a/venus-devtool/go.mod b/venus-devtool/go.mod
index 0ce11d988a..556e21bb20 100644
--- a/venus-devtool/go.mod
+++ b/venus-devtool/go.mod
@@ -99,6 +99,7 @@ require (
 	github.com/hashicorp/errwrap v1.1.0 // indirect
 	github.com/hashicorp/go-multierror v1.1.1 // indirect
 	github.com/hashicorp/golang-lru v0.5.4 // indirect
+	github.com/hashicorp/golang-lru/v2 v2.0.2 // indirect
 	github.com/icza/backscanner v0.0.0-20210726202459-ac2ffc679f94 // indirect
 	github.com/ipfs/bbloom v0.0.4 // indirect
 	github.com/ipfs/go-block-format v0.1.1 // indirect
diff --git a/venus-devtool/go.sum b/venus-devtool/go.sum
index 575d3461cb..e6ca5e983a 100644
--- a/venus-devtool/go.sum
+++ b/venus-devtool/go.sum
@@ -596,6 +596,8 @@ github.com/hashicorp/golang-lru v0.5.0/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ
 github.com/hashicorp/golang-lru v0.5.1/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ4Ao+sR/qLZy8=
 github.com/hashicorp/golang-lru v0.5.4 h1:YDjusn29QI/Das2iO9M0BHnIbxPeyuCHsjMW+lJfyTc=
 github.com/hashicorp/golang-lru v0.5.4/go.mod h1:iADmTwqILo4mZ8BN3D2Q6+9jd8WM5uGBxy+E8yxSoD4=
+github.com/hashicorp/golang-lru/v2 v2.0.2 h1:Dwmkdr5Nc/oBiXgJS3CDHNhJtIHkuZ3DZF5twqnfBdU=
+github.com/hashicorp/golang-lru/v2 v2.0.2/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
 github.com/hashicorp/hcl v1.0.0/go.mod h1:E5yfLk+7swimpb2L/Alb/PJmXilQ/rhwaUYs4T20WEQ=
 github.com/hashicorp/logutils v1.0.0/go.mod h1:QIAnNjmIWmVIIkWDTG1z5v++HQmx9WQRO+LraFDTW64=
 github.com/hashicorp/mdns v1.0.0/go.mod h1:tL+uN++7HEJ6SQLQ2/p+z2pH24WQKWjBPkE0mNTz8vQ=